Score for iteration 100
Answer Metrics
	Hits@1:  0.3300
	Hits@3:  0.7200
	Hits@5:  0.7900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.5552
Per Hop Answer Metrics
	2-Hop
		Hits@1:  0.3514
		MRR:  0.5951
	3-Hop
		Hits@1:  0.3175
		MRR:  0.5317
Valid Action Count at Each Step
	Overall Average:  5.9192
		Step 1:  5.4200
		Step 2:  6.1364
		Step 3:  6.2011
Entropy Metrics
	Question Entropy:  1.6589
	Path Entropy:  4.9766
		Step 1:  1.6192
		Step 2:  1.7112
		Step 3:  1.6461
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2367
	Restart Rate:  0.0000
	No-Op Rate:  0.2367
	Cycle Rate:  0.0250
	Backtrack Rate:  0.0000
	Unique Edges:  2.2900
	Redundancy:  0.0000
	Avg Segment Hops:  2.2900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.0988
	F1 Score:  0.1796
GT-Edge Overlap Metrics
	Recall:  0.1633
	Precision:  0.1633
	F1 Score:  0.1597
Node-Set Overlap Metrics
	Recall:  0.6058
	Precision:  0.6783
	F1 Score:  0.6291
Path Edit Distance Metrics:
	Overall Average:  2.4000
		3-Hop:  2.6825
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.2800
	Precision:  0.3367
	F1 Score:  0.2953
Relation Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.4762
		2-Hop:  1.8649

Score for iteration 200
Answer Metrics
	Hits@1:  0.5600
	Hits@3:  0.7700
	Hits@5:  0.8900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7035
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5397
		MRR:  0.6777
	2-Hop
		Hits@1:  0.5946
		MRR:  0.7474
Valid Action Count at Each Step
	Overall Average:  5.9727
		Step 1:  5.4200
		Step 2:  6.2744
		Step 3:  6.2236
Entropy Metrics
	Question Entropy:  1.4431
	Path Entropy:  4.3292
		Step 1:  1.6035
		Step 2:  1.6385
		Step 3:  1.0872
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2700
	Restart Rate:  0.0000
	No-Op Rate:  0.2700
	Cycle Rate:  0.0417
	Backtrack Rate:  0.0000
	Unique Edges:  2.1900
	Redundancy:  0.0000
	Avg Segment Hops:  2.1900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1025
	F1 Score:  0.1855
GT-Edge Overlap Metrics
	Recall:  0.1950
	Precision:  0.2300
	F1 Score:  0.2043
Node-Set Overlap Metrics
	Recall:  0.6317
	Precision:  0.7442
	F1 Score:  0.6748
Path Edit Distance Metrics:
	Overall Average:  2.2700
		3-Hop:  2.5714
		2-Hop:  1.7568
Relation-Set Overlap Metrics
	Recall:  0.3467
	Precision:  0.4450
	F1 Score:  0.3733
Relation Edit Distance Metrics:
	Overall Average:  2.0200
		3-Hop:  2.2857
		2-Hop:  1.5676

Score for iteration 300
Answer Metrics
	Hits@1:  0.6600
	Hits@3:  0.8400
	Hits@5:  0.9500
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7747
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6349
		MRR:  0.7499
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8171
Valid Action Count at Each Step
	Overall Average:  6.0016
		Step 1:  5.4200
		Step 2:  6.3465
		Step 3:  6.2382
Entropy Metrics
	Question Entropy:  1.3700
	Path Entropy:  4.1100
		Step 1:  1.6000
		Step 2:  1.6613
		Step 3:  0.8487
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1567
	Restart Rate:  0.0000
	No-Op Rate:  0.1567
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.5100
	Redundancy:  0.0067
	Avg Segment Hops:  2.5300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.0992
	F1 Score:  0.1802
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2650
	F1 Score:  0.2513
Node-Set Overlap Metrics
	Recall:  0.6492
	Precision:  0.7142
	F1 Score:  0.6746
Path Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.3968
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.4467
	Precision:  0.4850
	F1 Score:  0.4513
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  2.1111
		2-Hop:  1.6216

Score for iteration 400
Answer Metrics
	Hits@1:  0.6900
	Hits@3:  0.9100
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8061
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6825
		MRR:  0.7927
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8288
Valid Action Count at Each Step
	Overall Average:  6.0330
		Step 1:  5.4200
		Step 2:  6.3414
		Step 3:  6.3375
Entropy Metrics
	Question Entropy:  1.3243
	Path Entropy:  3.9729
		Step 1:  1.5974
		Step 2:  1.6340
		Step 3:  0.7414
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.5900
	Redundancy:  0.0000
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1017
	F1 Score:  0.1842
GT-Edge Overlap Metrics
	Recall:  0.2467
	Precision:  0.2517
	F1 Score:  0.2467
Node-Set Overlap Metrics
	Recall:  0.6542
	Precision:  0.7133
	F1 Score:  0.6777
Path Edit Distance Metrics:
	Overall Average:  2.1900
		3-Hop:  2.3492
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.4350
	Precision:  0.4500
	F1 Score:  0.4290
Relation Edit Distance Metrics:
	Overall Average:  1.9900
		3-Hop:  2.2063
		2-Hop:  1.6216

Score for iteration 500
Answer Metrics
	Hits@1:  0.6500
	Hits@3:  0.9300
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7887
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6190
		MRR:  0.7651
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8288
Valid Action Count at Each Step
	Overall Average:  6.0749
		Step 1:  5.4200
		Step 2:  6.3622
		Step 3:  6.4425
Entropy Metrics
	Question Entropy:  1.2990
	Path Entropy:  3.8971
		Step 1:  1.6016
		Step 2:  1.6294
		Step 3:  0.6661
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0817
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0000
	Avg Segment Hops:  2.6300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1050
	F1 Score:  0.1896
GT-Edge Overlap Metrics
	Recall:  0.2267
	Precision:  0.2250
	F1 Score:  0.2233
Node-Set Overlap Metrics
	Recall:  0.6292
	Precision:  0.6733
	F1 Score:  0.6446
Path Edit Distance Metrics:
	Overall Average:  2.2800
		3-Hop:  2.3968
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4483
	Precision:  0.4500
	F1 Score:  0.4333
Relation Edit Distance Metrics:
	Overall Average:  2.0400
		3-Hop:  2.1905
		2-Hop:  1.7838

Score for iteration 600
Answer Metrics
	Hits@1:  0.7100
	Hits@3:  0.9700
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8292
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6667
		MRR:  0.7989
	2-Hop
		Hits@1:  0.7838
		MRR:  0.8806
Valid Action Count at Each Step
	Overall Average:  6.0903
		Step 1:  5.4200
		Step 2:  6.3755
		Step 3:  6.4754
Entropy Metrics
	Question Entropy:  1.2776
	Path Entropy:  3.8327
		Step 1:  1.5940
		Step 2:  1.5947
		Step 3:  0.6441
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0000
	Avg Segment Hops:  2.6300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1050
	F1 Score:  0.1895
GT-Edge Overlap Metrics
	Recall:  0.1967
	Precision:  0.2067
	F1 Score:  0.1953
Node-Set Overlap Metrics
	Recall:  0.6325
	Precision:  0.6733
	F1 Score:  0.6459
Path Edit Distance Metrics:
	Overall Average:  2.3700
		3-Hop:  2.5397
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4217
	Precision:  0.4350
	F1 Score:  0.4140
Relation Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.3016
		2-Hop:  1.7568

Score for iteration 700
Answer Metrics
	Hits@1:  0.6900
	Hits@3:  0.9600
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8217
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6825
		MRR:  0.8135
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8356
Valid Action Count at Each Step
	Overall Average:  6.0930
		Step 1:  5.4200
		Step 2:  6.3968
		Step 3:  6.4622
Entropy Metrics
	Question Entropy:  1.2247
	Path Entropy:  3.6740
		Step 1:  1.5915
		Step 2:  1.5546
		Step 3:  0.5279
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0717
	Backtrack Rate:  0.0000
	Unique Edges:  2.5800
	Redundancy:  0.0000
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1056
	F1 Score:  0.1905
GT-Edge Overlap Metrics
	Recall:  0.2300
	Precision:  0.2483
	F1 Score:  0.2340
Node-Set Overlap Metrics
	Recall:  0.6350
	Precision:  0.6900
	F1 Score:  0.6547
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.3651
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4400
	Precision:  0.4900
	F1 Score:  0.4470
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.1905
		2-Hop:  1.6216

Score for iteration 800
Answer Metrics
	Hits@1:  0.7100
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8483
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7143
		MRR:  0.8492
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8468
Valid Action Count at Each Step
	Overall Average:  6.0987
		Step 1:  5.4200
		Step 2:  6.3849
		Step 3:  6.4913
Entropy Metrics
	Question Entropy:  1.1910
	Path Entropy:  3.5730
		Step 1:  1.5494
		Step 2:  1.5121
		Step 3:  0.5115
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0033
	Avg Segment Hops:  2.5700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1063
	F1 Score:  0.1916
GT-Edge Overlap Metrics
	Recall:  0.2517
	Precision:  0.2717
	F1 Score:  0.2553
Node-Set Overlap Metrics
	Recall:  0.6517
	Precision:  0.7133
	F1 Score:  0.6735
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.3016
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4533
	Precision:  0.5133
	F1 Score:  0.4650
Relation Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  2.0952
		2-Hop:  1.6757

Score for iteration 900
Answer Metrics
	Hits@1:  0.7400
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8612
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7143
		MRR:  0.8458
	2-Hop
		Hits@1:  0.7838
		MRR:  0.8874
Valid Action Count at Each Step
	Overall Average:  6.1290
		Step 1:  5.4200
		Step 2:  6.4212
		Step 3:  6.5459
Entropy Metrics
	Question Entropy:  1.2451
	Path Entropy:  3.7353
		Step 1:  1.5828
		Step 2:  1.5831
		Step 3:  0.5693
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1567
	Restart Rate:  0.0000
	No-Op Rate:  0.1567
	Cycle Rate:  0.0617
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0033
	Avg Segment Hops:  2.5300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1085
	F1 Score:  0.1952
GT-Edge Overlap Metrics
	Recall:  0.2350
	Precision:  0.2700
	F1 Score:  0.2437
Node-Set Overlap Metrics
	Recall:  0.6583
	Precision:  0.7225
	F1 Score:  0.6807
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.3492
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4300
	Precision:  0.4667
	F1 Score:  0.4313
Relation Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.1111
		2-Hop:  1.8108

Score for iteration 1000
Answer Metrics
	Hits@1:  0.6700
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8258
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6508
		MRR:  0.8108
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8514
Valid Action Count at Each Step
	Overall Average:  6.1358
		Step 1:  5.4200
		Step 2:  6.4335
		Step 3:  6.5538
Entropy Metrics
	Question Entropy:  1.1998
	Path Entropy:  3.5994
		Step 1:  1.5798
		Step 2:  1.5295
		Step 3:  0.4901
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.4800
	Redundancy:  0.0033
	Avg Segment Hops:  2.4900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1120
	F1 Score:  0.2006
GT-Edge Overlap Metrics
	Recall:  0.2050
	Precision:  0.2233
	F1 Score:  0.2067
Node-Set Overlap Metrics
	Recall:  0.6308
	Precision:  0.6975
	F1 Score:  0.6535
Path Edit Distance Metrics:
	Overall Average:  2.3800
		3-Hop:  2.5714
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4133
	Precision:  0.4650
	F1 Score:  0.4203
Relation Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.3175
		2-Hop:  1.7568

Score for iteration 1100
Answer Metrics
	Hits@1:  0.7600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8767
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7143
		MRR:  0.8519
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1363
		Step 1:  5.4200
		Step 2:  6.4600
		Step 3:  6.5290
Entropy Metrics
	Question Entropy:  1.2032
	Path Entropy:  3.6097
		Step 1:  1.5666
		Step 2:  1.5923
		Step 3:  0.4508
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.5100
	Redundancy:  0.0033
	Avg Segment Hops:  2.5200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1094
	F1 Score:  0.1967
GT-Edge Overlap Metrics
	Recall:  0.2233
	Precision:  0.2533
	F1 Score:  0.2290
Node-Set Overlap Metrics
	Recall:  0.6567
	Precision:  0.7275
	F1 Score:  0.6811
Path Edit Distance Metrics:
	Overall Average:  2.3100
		3-Hop:  2.4286
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4033
	Precision:  0.4567
	F1 Score:  0.4113
Relation Edit Distance Metrics:
	Overall Average:  2.0600
		3-Hop:  2.2063
		2-Hop:  1.8108

Score for iteration 1200
Answer Metrics
	Hits@1:  0.7300
	Hits@3:  0.9600
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8478
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6825
		MRR:  0.8254
	2-Hop
		Hits@1:  0.8108
		MRR:  0.8860
Valid Action Count at Each Step
	Overall Average:  6.1393
		Step 1:  5.4200
		Step 2:  6.4306
		Step 3:  6.5674
Entropy Metrics
	Question Entropy:  1.1885
	Path Entropy:  3.5655
		Step 1:  1.5508
		Step 2:  1.5519
		Step 3:  0.4628
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1067
	Restart Rate:  0.0000
	No-Op Rate:  0.1067
	Cycle Rate:  0.0900
	Backtrack Rate:  0.0000
	Unique Edges:  2.6600
	Redundancy:  0.0067
	Avg Segment Hops:  2.6800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1112
	F1 Score:  0.1996
GT-Edge Overlap Metrics
	Recall:  0.2033
	Precision:  0.2083
	F1 Score:  0.1987
Node-Set Overlap Metrics
	Recall:  0.6600
	Precision:  0.7083
	F1 Score:  0.6739
Path Edit Distance Metrics:
	Overall Average:  2.4300
		3-Hop:  2.5397
		2-Hop:  2.2432
Relation-Set Overlap Metrics
	Recall:  0.4383
	Precision:  0.4450
	F1 Score:  0.4247
Relation Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2698
		2-Hop:  1.9730

Score for iteration 1300
Answer Metrics
	Hits@1:  0.7800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8883
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7302
		MRR:  0.8624
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1410
		Step 1:  5.4200
		Step 2:  6.4404
		Step 3:  6.5626
Entropy Metrics
	Question Entropy:  1.1580
	Path Entropy:  3.4740
		Step 1:  1.5446
		Step 2:  1.5164
		Step 3:  0.4131
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0617
	Backtrack Rate:  0.0000
	Unique Edges:  2.5100
	Redundancy:  0.0000
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1106
	F1 Score:  0.1988
GT-Edge Overlap Metrics
	Recall:  0.2733
	Precision:  0.3000
	F1 Score:  0.2787
Node-Set Overlap Metrics
	Recall:  0.6817
	Precision:  0.7467
	F1 Score:  0.7040
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.3333
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.4333
	Precision:  0.4933
	F1 Score:  0.4457
Relation Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  2.0635
		2-Hop:  1.7297

Score for iteration 1400
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8757
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1384
		Step 1:  5.4200
		Step 2:  6.4605
		Step 3:  6.5347
Entropy Metrics
	Question Entropy:  1.1574
	Path Entropy:  3.4721
		Step 1:  1.5372
		Step 2:  1.5309
		Step 3:  0.4040
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1300
	Restart Rate:  0.0000
	No-Op Rate:  0.1300
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.6000
	Redundancy:  0.0033
	Avg Segment Hops:  2.6100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1090
	F1 Score:  0.1960
GT-Edge Overlap Metrics
	Recall:  0.2817
	Precision:  0.3100
	F1 Score:  0.2833
Node-Set Overlap Metrics
	Recall:  0.7150
	Precision:  0.7675
	F1 Score:  0.7288
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2222
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.4500
	Precision:  0.4950
	F1 Score:  0.4543
Relation Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  1.9683
		2-Hop:  1.9459

Score for iteration 1500
Answer Metrics
	Hits@1:  0.7900
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8858
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7302
		MRR:  0.8558
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9369
Valid Action Count at Each Step
	Overall Average:  6.1399
		Step 1:  5.4200
		Step 2:  6.4648
		Step 3:  6.5348
Entropy Metrics
	Question Entropy:  1.1554
	Path Entropy:  3.4663
		Step 1:  1.5463
		Step 2:  1.5285
		Step 3:  0.3915
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1667
	Restart Rate:  0.0000
	No-Op Rate:  0.1667
	Cycle Rate:  0.0683
	Backtrack Rate:  0.0000
	Unique Edges:  2.5000
	Redundancy:  0.0000
	Avg Segment Hops:  2.5000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1097
	F1 Score:  0.1972
GT-Edge Overlap Metrics
	Recall:  0.2600
	Precision:  0.2883
	F1 Score:  0.2643
Node-Set Overlap Metrics
	Recall:  0.6892
	Precision:  0.7575
	F1 Score:  0.7130
Path Edit Distance Metrics:
	Overall Average:  2.1700
		3-Hop:  2.2540
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4417
	Precision:  0.5183
	F1 Score:  0.4580
Relation Edit Distance Metrics:
	Overall Average:  1.8600
		3-Hop:  1.9206
		2-Hop:  1.7568

Score for iteration 1600
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8925
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8717
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1364
		Step 1:  5.4200
		Step 2:  6.4572
		Step 3:  6.5320
Entropy Metrics
	Question Entropy:  1.1857
	Path Entropy:  3.5570
		Step 1:  1.5557
		Step 2:  1.5778
		Step 3:  0.4235
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0617
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0000
	Avg Segment Hops:  2.4900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1088
	F1 Score:  0.1958
GT-Edge Overlap Metrics
	Recall:  0.2817
	Precision:  0.3167
	F1 Score:  0.2890
Node-Set Overlap Metrics
	Recall:  0.6900
	Precision:  0.7650
	F1 Score:  0.7156
Path Edit Distance Metrics:
	Overall Average:  2.1400
		3-Hop:  2.2540
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4717
	Precision:  0.5267
	F1 Score:  0.4793
Relation Edit Distance Metrics:
	Overall Average:  1.8500
		3-Hop:  1.9206
		2-Hop:  1.7297

Score for iteration 1700
Answer Metrics
	Hits@1:  0.7600
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8753
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7143
		MRR:  0.8545
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9108
Valid Action Count at Each Step
	Overall Average:  6.1529
		Step 1:  5.4200
		Step 2:  6.4908
		Step 3:  6.5478
Entropy Metrics
	Question Entropy:  1.1485
	Path Entropy:  3.4454
		Step 1:  1.5539
		Step 2:  1.5499
		Step 3:  0.3417
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1800
	Restart Rate:  0.0000
	No-Op Rate:  0.1800
	Cycle Rate:  0.0583
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0000
	Avg Segment Hops:  2.4600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1113
	F1 Score:  0.1996
GT-Edge Overlap Metrics
	Recall:  0.2383
	Precision:  0.2767
	F1 Score:  0.2470
Node-Set Overlap Metrics
	Recall:  0.6700
	Precision:  0.7483
	F1 Score:  0.6970
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.3810
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4683
	Precision:  0.5333
	F1 Score:  0.4773
Relation Edit Distance Metrics:
	Overall Average:  1.8600
		3-Hop:  1.9841
		2-Hop:  1.6486

Score for iteration 1800
Answer Metrics
	Hits@1:  0.7900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8933
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7460
		MRR:  0.8704
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1598
		Step 1:  5.4200
		Step 2:  6.4946
		Step 3:  6.5648
Entropy Metrics
	Question Entropy:  1.1320
	Path Entropy:  3.3961
		Step 1:  1.5658
		Step 2:  1.5276
		Step 3:  0.3026
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0683
	Backtrack Rate:  0.0000
	Unique Edges:  2.5400
	Redundancy:  0.0033
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1124
	F1 Score:  0.2011
GT-Edge Overlap Metrics
	Recall:  0.2350
	Precision:  0.2667
	F1 Score:  0.2400
Node-Set Overlap Metrics
	Recall:  0.6758
	Precision:  0.7400
	F1 Score:  0.6955
Path Edit Distance Metrics:
	Overall Average:  2.2900
		3-Hop:  2.3968
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4517
	Precision:  0.4950
	F1 Score:  0.4537
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0317
		2-Hop:  1.8919

Score for iteration 1900
Answer Metrics
	Hits@1:  0.7700
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8808
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7302
		MRR:  0.8585
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1489
		Step 1:  5.4200
		Step 2:  6.4947
		Step 3:  6.5319
Entropy Metrics
	Question Entropy:  1.0940
	Path Entropy:  3.2819
		Step 1:  1.5434
		Step 2:  1.4923
		Step 3:  0.2462
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1933
	Restart Rate:  0.0000
	No-Op Rate:  0.1933
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.4100
	Redundancy:  0.0033
	Avg Segment Hops:  2.4200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1089
	F1 Score:  0.1960
GT-Edge Overlap Metrics
	Recall:  0.2250
	Precision:  0.2667
	F1 Score:  0.2363
Node-Set Overlap Metrics
	Recall:  0.6625
	Precision:  0.7517
	F1 Score:  0.6955
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.3968
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4317
	Precision:  0.4950
	F1 Score:  0.4427
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  2.0794
		2-Hop:  1.7297

Score for iteration 2000
Answer Metrics
	Hits@1:  0.7800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8883
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7460
		MRR:  0.8704
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1410
		Step 1:  5.4200
		Step 2:  6.4756
		Step 3:  6.5275
Entropy Metrics
	Question Entropy:  1.0684
	Path Entropy:  3.2052
		Step 1:  1.5268
		Step 2:  1.4407
		Step 3:  0.2378
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1867
	Restart Rate:  0.0000
	No-Op Rate:  0.1867
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.4300
	Redundancy:  0.0033
	Avg Segment Hops:  2.4400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1104
	F1 Score:  0.1983
GT-Edge Overlap Metrics
	Recall:  0.2550
	Precision:  0.2883
	F1 Score:  0.2627
Node-Set Overlap Metrics
	Recall:  0.6800
	Precision:  0.7617
	F1 Score:  0.7091
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.3492
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.4250
	Precision:  0.4967
	F1 Score:  0.4423
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  2.0952
		2-Hop:  1.6486

Score for iteration 2100
Answer Metrics
	Hits@1:  0.8100
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9033
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7937
		MRR:  0.8942
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1598
		Step 1:  5.4200
		Step 2:  6.4952
		Step 3:  6.5641
Entropy Metrics
	Question Entropy:  1.0562
	Path Entropy:  3.1685
		Step 1:  1.5184
		Step 2:  1.4514
		Step 3:  0.1987
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.5500
	Redundancy:  0.0000
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1104
	F1 Score:  0.1982
GT-Edge Overlap Metrics
	Recall:  0.2183
	Precision:  0.2367
	F1 Score:  0.2200
Node-Set Overlap Metrics
	Recall:  0.6750
	Precision:  0.7458
	F1 Score:  0.7003
Path Edit Distance Metrics:
	Overall Average:  2.3300
		3-Hop:  2.4762
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4667
	F1 Score:  0.4247
Relation Edit Distance Metrics:
	Overall Average:  2.0400
		3-Hop:  2.2063
		2-Hop:  1.7568

Score for iteration 2200
Answer Metrics
	Hits@1:  0.7900
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8845
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8690
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9108
Valid Action Count at Each Step
	Overall Average:  6.1654
		Step 1:  5.4200
		Step 2:  6.5039
		Step 3:  6.5723
Entropy Metrics
	Question Entropy:  1.1045
	Path Entropy:  3.3135
		Step 1:  1.5631
		Step 2:  1.4884
		Step 3:  0.2621
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0867
	Backtrack Rate:  0.0000
	Unique Edges:  2.5300
	Redundancy:  0.0067
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1113
	F1 Score:  0.1998
GT-Edge Overlap Metrics
	Recall:  0.2400
	Precision:  0.2783
	F1 Score:  0.2490
Node-Set Overlap Metrics
	Recall:  0.6750
	Precision:  0.7558
	F1 Score:  0.7052
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.3810
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4517
	Precision:  0.4967
	F1 Score:  0.4543
Relation Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  2.0317
		2-Hop:  1.8378

Score for iteration 2300
Answer Metrics
	Hits@1:  0.7900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8810
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1729
		Step 1:  5.4200
		Step 2:  6.5246
		Step 3:  6.5740
Entropy Metrics
	Question Entropy:  1.0735
	Path Entropy:  3.2206
		Step 1:  1.5322
		Step 2:  1.4734
		Step 3:  0.2149
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1800
	Restart Rate:  0.0000
	No-Op Rate:  0.1800
	Cycle Rate:  0.0850
	Backtrack Rate:  0.0000
	Unique Edges:  2.4300
	Redundancy:  0.0100
	Avg Segment Hops:  2.4600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1119
	F1 Score:  0.2004
GT-Edge Overlap Metrics
	Recall:  0.2150
	Precision:  0.2567
	F1 Score:  0.2267
Node-Set Overlap Metrics
	Recall:  0.6642
	Precision:  0.7625
	F1 Score:  0.7015
Path Edit Distance Metrics:
	Overall Average:  2.3000
		3-Hop:  2.3333
		2-Hop:  2.2432
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.5000
	F1 Score:  0.4377
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  1.9841
		2-Hop:  1.9730

Score for iteration 2400
Answer Metrics
	Hits@1:  0.7900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8730
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1707
		Step 1:  5.4200
		Step 2:  6.5163
		Step 3:  6.5758
Entropy Metrics
	Question Entropy:  1.0693
	Path Entropy:  3.2078
		Step 1:  1.5653
		Step 2:  1.4327
		Step 3:  0.2099
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0867
	Backtrack Rate:  0.0000
	Unique Edges:  2.5000
	Redundancy:  0.0033
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1136
	F1 Score:  0.2030
GT-Edge Overlap Metrics
	Recall:  0.2350
	Precision:  0.2667
	F1 Score:  0.2433
Node-Set Overlap Metrics
	Recall:  0.6708
	Precision:  0.7542
	F1 Score:  0.7034
Path Edit Distance Metrics:
	Overall Average:  2.2400
		3-Hop:  2.3968
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4400
	Precision:  0.4900
	F1 Score:  0.4497
Relation Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  2.0952
		2-Hop:  1.7297

Score for iteration 2500
Answer Metrics
	Hits@1:  0.8200
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9000
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.8929
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9122
Valid Action Count at Each Step
	Overall Average:  6.1613
		Step 1:  5.4200
		Step 2:  6.5179
		Step 3:  6.5461
Entropy Metrics
	Question Entropy:  1.0872
	Path Entropy:  3.2616
		Step 1:  1.5488
		Step 2:  1.4562
		Step 3:  0.2566
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1567
	Restart Rate:  0.0000
	No-Op Rate:  0.1567
	Cycle Rate:  0.1017
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0133
	Avg Segment Hops:  2.5300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1094
	F1 Score:  0.1968
GT-Edge Overlap Metrics
	Recall:  0.2650
	Precision:  0.2950
	F1 Score:  0.2713
Node-Set Overlap Metrics
	Recall:  0.6825
	Precision:  0.7750
	F1 Score:  0.7180
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.2540
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4433
	Precision:  0.4867
	F1 Score:  0.4477
Relation Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  1.9841
		2-Hop:  1.8108

Score for iteration 2600
Answer Metrics
	Hits@1:  0.8700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9333
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8571
		MRR:  0.9259
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9459
Valid Action Count at Each Step
	Overall Average:  6.1585
		Step 1:  5.4200
		Step 2:  6.5123
		Step 3:  6.5433
Entropy Metrics
	Question Entropy:  1.0306
	Path Entropy:  3.0918
		Step 1:  1.5248
		Step 2:  1.3957
		Step 3:  0.1713
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.0950
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0133
	Avg Segment Hops:  2.6000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1090
	F1 Score:  0.1961
GT-Edge Overlap Metrics
	Recall:  0.2650
	Precision:  0.2750
	F1 Score:  0.2660
Node-Set Overlap Metrics
	Recall:  0.7025
	Precision:  0.7708
	F1 Score:  0.7281
Path Edit Distance Metrics:
	Overall Average:  2.1500
		3-Hop:  2.2063
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4133
	Precision:  0.4583
	F1 Score:  0.4260
Relation Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  1.9524
		2-Hop:  1.8108

Score for iteration 2700
Answer Metrics
	Hits@1:  0.8900
	Hits@3:  0.9900
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9400
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8571
		MRR:  0.9206
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1538
		Step 1:  5.4200
		Step 2:  6.5026
		Step 3:  6.5387
Entropy Metrics
	Question Entropy:  1.0009
	Path Entropy:  3.0026
		Step 1:  1.4839
		Step 2:  1.3654
		Step 3:  0.1533
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1467
	Restart Rate:  0.0000
	No-Op Rate:  0.1467
	Cycle Rate:  0.0433
	Backtrack Rate:  0.0000
	Unique Edges:  2.5500
	Redundancy:  0.0033
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1096
	F1 Score:  0.1970
GT-Edge Overlap Metrics
	Recall:  0.2733
	Precision:  0.2767
	F1 Score:  0.2700
Node-Set Overlap Metrics
	Recall:  0.7200
	Precision:  0.7650
	F1 Score:  0.7331
Path Edit Distance Metrics:
	Overall Average:  2.1500
		3-Hop:  2.2222
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4083
	Precision:  0.4533
	F1 Score:  0.4173
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9841
		2-Hop:  1.8378

Score for iteration 2800
Answer Metrics
	Hits@1:  0.9000
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9500
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8730
		MRR:  0.9365
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1587
		Step 1:  5.4200
		Step 2:  6.5057
		Step 3:  6.5504
Entropy Metrics
	Question Entropy:  0.9774
	Path Entropy:  2.9323
		Step 1:  1.4471
		Step 2:  1.3260
		Step 3:  0.1593
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1533
	Restart Rate:  0.0000
	No-Op Rate:  0.1533
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.5300
	Redundancy:  0.0033
	Avg Segment Hops:  2.5400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1111
	F1 Score:  0.1993
GT-Edge Overlap Metrics
	Recall:  0.2567
	Precision:  0.2700
	F1 Score:  0.2580
Node-Set Overlap Metrics
	Recall:  0.7092
	Precision:  0.7658
	F1 Score:  0.7290
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.3016
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.3867
	Precision:  0.4367
	F1 Score:  0.3997
Relation Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  2.0635
		2-Hop:  1.7838

Score for iteration 2900
Answer Metrics
	Hits@1:  0.8500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9200
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8413
		MRR:  0.9127
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1637
		Step 1:  5.4200
		Step 2:  6.5198
		Step 3:  6.5513
Entropy Metrics
	Question Entropy:  1.0124
	Path Entropy:  3.0372
		Step 1:  1.5369
		Step 2:  1.3508
		Step 3:  0.1495
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.1000
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0100
	Avg Segment Hops:  2.6000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1107
	F1 Score:  0.1985
GT-Edge Overlap Metrics
	Recall:  0.2117
	Precision:  0.2200
	F1 Score:  0.2103
Node-Set Overlap Metrics
	Recall:  0.6867
	Precision:  0.7650
	F1 Score:  0.7153
Path Edit Distance Metrics:
	Overall Average:  2.3500
		3-Hop:  2.3968
		2-Hop:  2.2703
Relation-Set Overlap Metrics
	Recall:  0.3833
	Precision:  0.4150
	F1 Score:  0.3853
Relation Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.1746
		2-Hop:  1.9459

Score for iteration 3000
Answer Metrics
	Hits@1:  0.8800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9383
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8730
		MRR:  0.9339
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9459
Valid Action Count at Each Step
	Overall Average:  6.1602
		Step 1:  5.4200
		Step 2:  6.5008
		Step 3:  6.5598
Entropy Metrics
	Question Entropy:  0.9691
	Path Entropy:  2.9072
		Step 1:  1.4513
		Step 2:  1.3120
		Step 3:  0.1439
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0100
	Avg Segment Hops:  2.6000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1108
	F1 Score:  0.1987
GT-Edge Overlap Metrics
	Recall:  0.2283
	Precision:  0.2333
	F1 Score:  0.2260
Node-Set Overlap Metrics
	Recall:  0.6992
	Precision:  0.7650
	F1 Score:  0.7221
Path Edit Distance Metrics:
	Overall Average:  2.3000
		3-Hop:  2.3651
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.3983
	Precision:  0.4367
	F1 Score:  0.4040
Relation Edit Distance Metrics:
	Overall Average:  2.0100
		3-Hop:  2.0952
		2-Hop:  1.8649

Score for iteration 3100
Answer Metrics
	Hits@1:  0.8800
	Hits@3:  0.9900
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9313
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8413
		MRR:  0.9094
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9685
Valid Action Count at Each Step
	Overall Average:  6.1543
		Step 1:  5.4200
		Step 2:  6.4940
		Step 3:  6.5490
Entropy Metrics
	Question Entropy:  0.9951
	Path Entropy:  2.9852
		Step 1:  1.5045
		Step 2:  1.3159
		Step 3:  0.1648
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0100
	Avg Segment Hops:  2.4900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1096
	F1 Score:  0.1970
GT-Edge Overlap Metrics
	Recall:  0.3067
	Precision:  0.3200
	F1 Score:  0.3073
Node-Set Overlap Metrics
	Recall:  0.7275
	Precision:  0.8033
	F1 Score:  0.7540
Path Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.2063
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.4450
	Precision:  0.4750
	F1 Score:  0.4483
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.9524
		2-Hop:  1.6216

Score for iteration 3200
Answer Metrics
	Hits@1:  0.9000
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9483
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8730
		MRR:  0.9339
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1624
		Step 1:  5.4200
		Step 2:  6.5148
		Step 3:  6.5525
Entropy Metrics
	Question Entropy:  0.9325
	Path Entropy:  2.7975
		Step 1:  1.4274
		Step 2:  1.2548
		Step 3:  0.1152
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0100
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1119
	F1 Score:  0.2004
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2767
	F1 Score:  0.2673
Node-Set Overlap Metrics
	Recall:  0.7275
	Precision:  0.7925
	F1 Score:  0.7493
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2698
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4350
	Precision:  0.4750
	F1 Score:  0.4420
Relation Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  2.0000
		2-Hop:  1.7838

Score for iteration 3300
Answer Metrics
	Hits@1:  0.9300
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9650
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9603
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1665
		Step 1:  5.4200
		Step 2:  6.5478
		Step 3:  6.5316
Entropy Metrics
	Question Entropy:  0.9291
	Path Entropy:  2.7873
		Step 1:  1.4175
		Step 2:  1.2559
		Step 3:  0.1139
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.5300
	Redundancy:  0.0067
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1070
	F1 Score:  0.1930
GT-Edge Overlap Metrics
	Recall:  0.3133
	Precision:  0.3250
	F1 Score:  0.3127
Node-Set Overlap Metrics
	Recall:  0.7492
	Precision:  0.8150
	F1 Score:  0.7700
Path Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.0794
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4633
	Precision:  0.4783
	F1 Score:  0.4577
Relation Edit Distance Metrics:
	Overall Average:  1.8000
		3-Hop:  1.7937
		2-Hop:  1.8108

Score for iteration 3400
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9567
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9048
		MRR:  0.9471
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1690
		Step 1:  5.4200
		Step 2:  6.5346
		Step 3:  6.5524
Entropy Metrics
	Question Entropy:  0.9556
	Path Entropy:  2.8669
		Step 1:  1.4260
		Step 2:  1.2886
		Step 3:  0.1523
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.4700
	Redundancy:  0.0133
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1115
	F1 Score:  0.1997
GT-Edge Overlap Metrics
	Recall:  0.2583
	Precision:  0.2700
	F1 Score:  0.2580
Node-Set Overlap Metrics
	Recall:  0.7242
	Precision:  0.8042
	F1 Score:  0.7513
Path Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.3651
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4133
	Precision:  0.4700
	F1 Score:  0.4243
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  2.0794
		2-Hop:  1.6216

Score for iteration 3500
Answer Metrics
	Hits@1:  0.9300
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9650
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9603
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1564
		Step 1:  5.4200
		Step 2:  6.5412
		Step 3:  6.5080
Entropy Metrics
	Question Entropy:  0.8891
	Path Entropy:  2.6672
		Step 1:  1.3484
		Step 2:  1.2121
		Step 3:  0.1067
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0600
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0033
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1055
	F1 Score:  0.1905
GT-Edge Overlap Metrics
	Recall:  0.3100
	Precision:  0.3217
	F1 Score:  0.3090
Node-Set Overlap Metrics
	Recall:  0.7425
	Precision:  0.7900
	F1 Score:  0.7557
Path Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.0476
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4483
	Precision:  0.4717
	F1 Score:  0.4487
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.7937
		2-Hop:  1.8919

Score for iteration 3600
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9800
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1522
		Step 1:  5.4200
		Step 2:  6.5087
		Step 3:  6.5279
Entropy Metrics
	Question Entropy:  0.8633
	Path Entropy:  2.5899
		Step 1:  1.3169
		Step 2:  1.1824
		Step 3:  0.0906
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1467
	Restart Rate:  0.0000
	No-Op Rate:  0.1467
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0133
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1058
	F1 Score:  0.1911
GT-Edge Overlap Metrics
	Recall:  0.2800
	Precision:  0.2850
	F1 Score:  0.2773
Node-Set Overlap Metrics
	Recall:  0.7517
	Precision:  0.8183
	F1 Score:  0.7726
Path Edit Distance Metrics:
	Overall Average:  2.1500
		3-Hop:  2.2381
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4383
	Precision:  0.4567
	F1 Score:  0.4350
Relation Edit Distance Metrics:
	Overall Average:  1.8800
		3-Hop:  2.0159
		2-Hop:  1.6486

Score for iteration 3700
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9750
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9683
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1625
		Step 1:  5.4200
		Step 2:  6.5295
		Step 3:  6.5379
Entropy Metrics
	Question Entropy:  0.8847
	Path Entropy:  2.6540
		Step 1:  1.3622
		Step 2:  1.2074
		Step 3:  0.0843
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0867
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0200
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1085
	F1 Score:  0.1952
GT-Edge Overlap Metrics
	Recall:  0.2567
	Precision:  0.2683
	F1 Score:  0.2573
Node-Set Overlap Metrics
	Recall:  0.7367
	Precision:  0.8150
	F1 Score:  0.7641
Path Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.2540
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4400
	Precision:  0.4717
	F1 Score:  0.4440
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  2.0159
		2-Hop:  1.7838

Score for iteration 3800
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9567
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9577
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9550
Valid Action Count at Each Step
	Overall Average:  6.1492
		Step 1:  5.4200
		Step 2:  6.4959
		Step 3:  6.5317
Entropy Metrics
	Question Entropy:  0.8783
	Path Entropy:  2.6348
		Step 1:  1.3469
		Step 2:  1.1874
		Step 3:  0.1006
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0767
	Backtrack Rate:  0.0000
	Unique Edges:  2.5100
	Redundancy:  0.0133
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.2667
	Precision:  0.2750
	F1 Score:  0.2650
Node-Set Overlap Metrics
	Recall:  0.7450
	Precision:  0.8233
	F1 Score:  0.7709
Path Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.2540
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4283
	Precision:  0.4517
	F1 Score:  0.4270
Relation Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  2.0159
		2-Hop:  1.8108

Score for iteration 3900
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9600
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9603
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9595
Valid Action Count at Each Step
	Overall Average:  6.1427
		Step 1:  5.4200
		Step 2:  6.4885
		Step 3:  6.5195
Entropy Metrics
	Question Entropy:  0.8640
	Path Entropy:  2.5921
		Step 1:  1.3539
		Step 2:  1.1278
		Step 3:  0.1104
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1133
	Restart Rate:  0.0000
	No-Op Rate:  0.1133
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0167
	Avg Segment Hops:  2.6600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1055
	F1 Score:  0.1905
GT-Edge Overlap Metrics
	Recall:  0.2383
	Precision:  0.2433
	F1 Score:  0.2363
Node-Set Overlap Metrics
	Recall:  0.7358
	Precision:  0.7933
	F1 Score:  0.7532
Path Edit Distance Metrics:
	Overall Average:  2.3000
		3-Hop:  2.3651
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4383
	F1 Score:  0.4150
Relation Edit Distance Metrics:
	Overall Average:  2.0400
		3-Hop:  2.1111
		2-Hop:  1.9189

Score for iteration 4000
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9800
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1419
		Step 1:  5.4200
		Step 2:  6.4924
		Step 3:  6.5134
Entropy Metrics
	Question Entropy:  0.8457
	Path Entropy:  2.5371
		Step 1:  1.3254
		Step 2:  1.1300
		Step 3:  0.0818
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0467
	Backtrack Rate:  0.0000
	Unique Edges:  2.5000
	Redundancy:  0.0067
	Avg Segment Hops:  2.5200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1077
	F1 Score:  0.1940
GT-Edge Overlap Metrics
	Recall:  0.2833
	Precision:  0.2933
	F1 Score:  0.2827
Node-Set Overlap Metrics
	Recall:  0.7617
	Precision:  0.8258
	F1 Score:  0.7814
Path Edit Distance Metrics:
	Overall Average:  2.1500
		3-Hop:  2.2222
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4717
	Precision:  0.4950
	F1 Score:  0.4697
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.9365
		2-Hop:  1.6486

Score for iteration 4100
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9800
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1413
		Step 1:  5.4200
		Step 2:  6.4798
		Step 3:  6.5241
Entropy Metrics
	Question Entropy:  0.8413
	Path Entropy:  2.5238
		Step 1:  1.3031
		Step 2:  1.1231
		Step 3:  0.0976
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1300
	Restart Rate:  0.0000
	No-Op Rate:  0.1300
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0167
	Avg Segment Hops:  2.6100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1098
	F1 Score:  0.1974
GT-Edge Overlap Metrics
	Recall:  0.3083
	Precision:  0.3133
	F1 Score:  0.3047
Node-Set Overlap Metrics
	Recall:  0.7675
	Precision:  0.8350
	F1 Score:  0.7890
Path Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.2222
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4817
	Precision:  0.4867
	F1 Score:  0.4717
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.9206
		2-Hop:  1.6757

Score for iteration 4200
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1330
		Step 1:  5.4200
		Step 2:  6.4802
		Step 3:  6.4988
Entropy Metrics
	Question Entropy:  0.7848
	Path Entropy:  2.3544
		Step 1:  1.2528
		Step 2:  1.0316
		Step 3:  0.0700
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1833
	Restart Rate:  0.0000
	No-Op Rate:  0.1833
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.4100
	Redundancy:  0.0133
	Avg Segment Hops:  2.4500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1096
	F1 Score:  0.1969
GT-Edge Overlap Metrics
	Recall:  0.2983
	Precision:  0.3217
	F1 Score:  0.3040
Node-Set Overlap Metrics
	Recall:  0.7592
	Precision:  0.8525
	F1 Score:  0.7922
Path Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.2222
		2-Hop:  1.8378
Relation-Set Overlap Metrics
	Recall:  0.4733
	Precision:  0.5250
	F1 Score:  0.4827
Relation Edit Distance Metrics:
	Overall Average:  1.7600
		3-Hop:  1.9048
		2-Hop:  1.5135

Score for iteration 4300
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1357
		Step 1:  5.4200
		Step 2:  6.4720
		Step 3:  6.5150
Entropy Metrics
	Question Entropy:  0.8066
	Path Entropy:  2.4198
		Step 1:  1.2764
		Step 2:  1.0554
		Step 3:  0.0880
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0167
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.3017
	Precision:  0.3050
	F1 Score:  0.2973
Node-Set Overlap Metrics
	Recall:  0.7750
	Precision:  0.8350
	F1 Score:  0.7921
Path Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.2063
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4850
	Precision:  0.5200
	F1 Score:  0.4870
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.9206
		2-Hop:  1.6757

Score for iteration 4400
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9717
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9630
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1427
		Step 1:  5.4200
		Step 2:  6.4825
		Step 3:  6.5257
Entropy Metrics
	Question Entropy:  0.8159
	Path Entropy:  2.4478
		Step 1:  1.2973
		Step 2:  1.0593
		Step 3:  0.0911
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.0967
	Restart Rate:  0.0000
	No-Op Rate:  0.0967
	Cycle Rate:  0.0900
	Backtrack Rate:  0.0000
	Unique Edges:  2.6600
	Redundancy:  0.0167
	Avg Segment Hops:  2.7100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1080
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.2367
	Precision:  0.2383
	F1 Score:  0.2333
Node-Set Overlap Metrics
	Recall:  0.7417
	Precision:  0.7925
	F1 Score:  0.7565
Path Edit Distance Metrics:
	Overall Average:  2.3200
		3-Hop:  2.3651
		2-Hop:  2.2432
Relation-Set Overlap Metrics
	Recall:  0.4450
	Precision:  0.4533
	F1 Score:  0.4380
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.0476
		2-Hop:  2.0000

Score for iteration 4500
Answer Metrics
	Hits@1:  0.9400
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9683
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9577
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1586
		Step 1:  5.4200
		Step 2:  6.5072
		Step 3:  6.5485
Entropy Metrics
	Question Entropy:  0.8194
	Path Entropy:  2.4583
		Step 1:  1.3107
		Step 2:  1.0569
		Step 3:  0.0907
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1533
	Restart Rate:  0.0000
	No-Op Rate:  0.1533
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.5000
	Redundancy:  0.0133
	Avg Segment Hops:  2.5400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1088
	F1 Score:  0.1958
GT-Edge Overlap Metrics
	Recall:  0.3050
	Precision:  0.3217
	F1 Score:  0.3073
Node-Set Overlap Metrics
	Recall:  0.7550
	Precision:  0.8367
	F1 Score:  0.7851
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.2063
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4600
	Precision:  0.4900
	F1 Score:  0.4607
Relation Edit Distance Metrics:
	Overall Average:  1.8500
		3-Hop:  1.9206
		2-Hop:  1.7297

Score for iteration 4600
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9700
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9603
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1537
		Step 1:  5.4200
		Step 2:  6.4943
		Step 3:  6.5468
Entropy Metrics
	Question Entropy:  0.8198
	Path Entropy:  2.4595
		Step 1:  1.3151
		Step 2:  1.0287
		Step 3:  0.1157
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1100
	Restart Rate:  0.0000
	No-Op Rate:  0.1100
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0133
	Avg Segment Hops:  2.6700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1100
	F1 Score:  0.1977
GT-Edge Overlap Metrics
	Recall:  0.2917
	Precision:  0.2867
	F1 Score:  0.2840
Node-Set Overlap Metrics
	Recall:  0.7683
	Precision:  0.8208
	F1 Score:  0.7830
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2063
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4817
	Precision:  0.4933
	F1 Score:  0.4753
Relation Edit Distance Metrics:
	Overall Average:  1.8900
		3-Hop:  1.9365
		2-Hop:  1.8108

Score for iteration 4700
Answer Metrics
	Hits@1:  0.9400
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9700
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9048
		MRR:  0.9524
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1427
		Step 1:  5.4200
		Step 2:  6.4900
		Step 3:  6.5181
Entropy Metrics
	Question Entropy:  0.7701
	Path Entropy:  2.3103
		Step 1:  1.2209
		Step 2:  1.0066
		Step 3:  0.0829
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.4700
	Redundancy:  0.0133
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1075
	F1 Score:  0.1937
GT-Edge Overlap Metrics
	Recall:  0.3050
	Precision:  0.3183
	F1 Score:  0.3060
Node-Set Overlap Metrics
	Recall:  0.7650
	Precision:  0.8342
	F1 Score:  0.7866
Path Edit Distance Metrics:
	Overall Average:  2.0600
		3-Hop:  2.1429
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.4833
	Precision:  0.5183
	F1 Score:  0.4880
Relation Edit Distance Metrics:
	Overall Average:  1.7700
		3-Hop:  1.8413
		2-Hop:  1.6486

Score for iteration 4800
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9717
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9550
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1497
		Step 1:  5.4200
		Step 2:  6.4805
		Step 3:  6.5486
Entropy Metrics
	Question Entropy:  0.7879
	Path Entropy:  2.3636
		Step 1:  1.2732
		Step 2:  0.9933
		Step 3:  0.0971
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1133
	Restart Rate:  0.0000
	No-Op Rate:  0.1133
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0167
	Avg Segment Hops:  2.6600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1088
	F1 Score:  0.1958
GT-Edge Overlap Metrics
	Recall:  0.2833
	Precision:  0.2833
	F1 Score:  0.2780
Node-Set Overlap Metrics
	Recall:  0.7658
	Precision:  0.8217
	F1 Score:  0.7819
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2381
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4617
	Precision:  0.4817
	F1 Score:  0.4580
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.9683
		2-Hop:  1.8108

Score for iteration 4900
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1593
		Step 1:  5.4200
		Step 2:  6.4872
		Step 3:  6.5708
Entropy Metrics
	Question Entropy:  0.8175
	Path Entropy:  2.4524
		Step 1:  1.3138
		Step 2:  1.0547
		Step 3:  0.0839
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0100
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1089
	F1 Score:  0.1961
GT-Edge Overlap Metrics
	Recall:  0.2983
	Precision:  0.3067
	F1 Score:  0.2967
Node-Set Overlap Metrics
	Recall:  0.7783
	Precision:  0.8350
	F1 Score:  0.7951
Path Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.1746
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.5017
	Precision:  0.5250
	F1 Score:  0.4990
Relation Edit Distance Metrics:
	Overall Average:  1.7900
		3-Hop:  1.8095
		2-Hop:  1.7568

Score for iteration 5000
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1514
		Step 1:  5.4200
		Step 2:  6.5005
		Step 3:  6.5337
Entropy Metrics
	Question Entropy:  0.7876
	Path Entropy:  2.3629
		Step 1:  1.2534
		Step 2:  1.0306
		Step 3:  0.0789
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0867
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0200
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1087
	F1 Score:  0.1958
GT-Edge Overlap Metrics
	Recall:  0.3483
	Precision:  0.3600
	F1 Score:  0.3487
Node-Set Overlap Metrics
	Recall:  0.7808
	Precision:  0.8608
	F1 Score:  0.8079
Path Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  1.9841
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.5033
	Precision:  0.5233
	F1 Score:  0.5017
Relation Edit Distance Metrics:
	Overall Average:  1.7000
		3-Hop:  1.6984
		2-Hop:  1.7027

Score for iteration 5100
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9767
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9630
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1377
		Step 1:  5.4200
		Step 2:  6.4699
		Step 3:  6.5233
Entropy Metrics
	Question Entropy:  0.8135
	Path Entropy:  2.4406
		Step 1:  1.3050
		Step 2:  1.0445
		Step 3:  0.0911
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.5400
	Redundancy:  0.0100
	Avg Segment Hops:  2.5700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1071
	F1 Score:  0.1932
GT-Edge Overlap Metrics
	Recall:  0.2867
	Precision:  0.3000
	F1 Score:  0.2887
Node-Set Overlap Metrics
	Recall:  0.7508
	Precision:  0.8217
	F1 Score:  0.7761
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.2063
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4633
	Precision:  0.5017
	F1 Score:  0.4703
Relation Edit Distance Metrics:
	Overall Average:  1.8400
		3-Hop:  1.9365
		2-Hop:  1.6757

Score for iteration 5200
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1369
		Step 1:  5.4200
		Step 2:  6.4825
		Step 3:  6.5082
Entropy Metrics
	Question Entropy:  0.7337
	Path Entropy:  2.2010
		Step 1:  1.1992
		Step 2:  0.9369
		Step 3:  0.0649
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0167
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.2800
	Precision:  0.2817
	F1 Score:  0.2760
Node-Set Overlap Metrics
	Recall:  0.7658
	Precision:  0.8258
	F1 Score:  0.7843
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2857
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4650
	Precision:  0.4833
	F1 Score:  0.4620
Relation Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  2.0159
		2-Hop:  1.7027

Score for iteration 5300
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1476
		Step 1:  5.4200
		Step 2:  6.4867
		Step 3:  6.5360
Entropy Metrics
	Question Entropy:  0.7862
	Path Entropy:  2.3586
		Step 1:  1.2710
		Step 2:  1.0066
		Step 3:  0.0809
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0100
	Avg Segment Hops:  2.5200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1075
	F1 Score:  0.1937
GT-Edge Overlap Metrics
	Recall:  0.3117
	Precision:  0.3267
	F1 Score:  0.3133
Node-Set Overlap Metrics
	Recall:  0.7675
	Precision:  0.8467
	F1 Score:  0.7949
Path Edit Distance Metrics:
	Overall Average:  2.0700
		3-Hop:  2.1111
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4900
	Precision:  0.5183
	F1 Score:  0.4913
Relation Edit Distance Metrics:
	Overall Average:  1.7500
		3-Hop:  1.7619
		2-Hop:  1.7297

Score for iteration 5400
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1515
		Step 1:  5.4200
		Step 2:  6.4873
		Step 3:  6.5471
Entropy Metrics
	Question Entropy:  0.7728
	Path Entropy:  2.3183
		Step 1:  1.2446
		Step 2:  1.0037
		Step 3:  0.0700
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0900
	Backtrack Rate:  0.0000
	Unique Edges:  2.5300
	Redundancy:  0.0200
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1085
	F1 Score:  0.1954
GT-Edge Overlap Metrics
	Recall:  0.3133
	Precision:  0.3200
	F1 Score:  0.3113
Node-Set Overlap Metrics
	Recall:  0.7708
	Precision:  0.8492
	F1 Score:  0.7973
Path Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.1270
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4617
	Precision:  0.4900
	F1 Score:  0.4640
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.8889
		2-Hop:  1.7297

Score for iteration 5500
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1416
		Step 1:  5.4200
		Step 2:  6.4824
		Step 3:  6.5223
Entropy Metrics
	Question Entropy:  0.7661
	Path Entropy:  2.2982
		Step 1:  1.2497
		Step 2:  0.9812
		Step 3:  0.0674
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.5300
	Redundancy:  0.0133
	Avg Segment Hops:  2.5700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1077
	F1 Score:  0.1941
GT-Edge Overlap Metrics
	Recall:  0.2883
	Precision:  0.2900
	F1 Score:  0.2840
Node-Set Overlap Metrics
	Recall:  0.7708
	Precision:  0.8392
	F1 Score:  0.7921
Path Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.2222
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4433
	Precision:  0.4800
	F1 Score:  0.4490
Relation Edit Distance Metrics:
	Overall Average:  1.8700
		3-Hop:  1.9365
		2-Hop:  1.7568

Score for iteration 5600
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9750
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9603
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1396
		Step 1:  5.4200
		Step 2:  6.4828
		Step 3:  6.5161
Entropy Metrics
	Question Entropy:  0.7720
	Path Entropy:  2.3161
		Step 1:  1.2585
		Step 2:  0.9629
		Step 3:  0.0947
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1100
	Restart Rate:  0.0000
	No-Op Rate:  0.1100
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0133
	Avg Segment Hops:  2.6700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1062
	F1 Score:  0.1917
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2383
	F1 Score:  0.2373
Node-Set Overlap Metrics
	Recall:  0.7517
	Precision:  0.7917
	F1 Score:  0.7593
Path Edit Distance Metrics:
	Overall Average:  2.2700
		3-Hop:  2.3333
		2-Hop:  2.1622
Relation-Set Overlap Metrics
	Recall:  0.4433
	Precision:  0.4450
	F1 Score:  0.4343
Relation Edit Distance Metrics:
	Overall Average:  1.9900
		3-Hop:  2.0159
		2-Hop:  1.9459

Score for iteration 5700
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9750
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9683
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1500
		Step 1:  5.4200
		Step 2:  6.4945
		Step 3:  6.5356
Entropy Metrics
	Question Entropy:  0.7906
	Path Entropy:  2.3719
		Step 1:  1.2879
		Step 2:  0.9964
		Step 3:  0.0877
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.5300
	Redundancy:  0.0067
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1085
	F1 Score:  0.1953
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2783
	F1 Score:  0.2670
Node-Set Overlap Metrics
	Recall:  0.7508
	Precision:  0.8183
	F1 Score:  0.7715
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.1270
		2-Hop:  2.2703
Relation-Set Overlap Metrics
	Recall:  0.4833
	Precision:  0.5150
	F1 Score:  0.4837
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.8413
		2-Hop:  1.8108

Score for iteration 5800
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9783
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9656
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1556
		Step 1:  5.4200
		Step 2:  6.5014
		Step 3:  6.5453
Entropy Metrics
	Question Entropy:  0.7740
	Path Entropy:  2.3219
		Step 1:  1.2521
		Step 2:  1.0017
		Step 3:  0.0681
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.5900
	Redundancy:  0.0100
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1944
GT-Edge Overlap Metrics
	Recall:  0.3283
	Precision:  0.3383
	F1 Score:  0.3273
Node-Set Overlap Metrics
	Recall:  0.7725
	Precision:  0.8333
	F1 Score:  0.7919
Path Edit Distance Metrics:
	Overall Average:  2.0500
		3-Hop:  2.0000
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.5283
	Precision:  0.5350
	F1 Score:  0.5190
Relation Edit Distance Metrics:
	Overall Average:  1.7200
		3-Hop:  1.6825
		2-Hop:  1.7838

Score for iteration 5900
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1548
		Step 1:  5.4200
		Step 2:  6.4956
		Step 3:  6.5489
Entropy Metrics
	Question Entropy:  0.7665
	Path Entropy:  2.2996
		Step 1:  1.2607
		Step 2:  0.9741
		Step 3:  0.0647
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1100
	Restart Rate:  0.0000
	No-Op Rate:  0.1100
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0133
	Avg Segment Hops:  2.6700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.3200
	Precision:  0.3150
	F1 Score:  0.3107
Node-Set Overlap Metrics
	Recall:  0.7850
	Precision:  0.8275
	F1 Score:  0.7937
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.1429
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.5317
	Precision:  0.5250
	F1 Score:  0.5150
Relation Edit Distance Metrics:
	Overall Average:  1.7700
		3-Hop:  1.8254
		2-Hop:  1.6757

Score for iteration 6000
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9775
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9643
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1553
		Step 1:  5.4200
		Step 2:  6.4893
		Step 3:  6.5567
Entropy Metrics
	Question Entropy:  0.7782
	Path Entropy:  2.3346
		Step 1:  1.2610
		Step 2:  0.9930
		Step 3:  0.0806
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1467
	Restart Rate:  0.0000
	No-Op Rate:  0.1467
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0000
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.3067
	Precision:  0.3150
	F1 Score:  0.3060
Node-Set Overlap Metrics
	Recall:  0.7608
	Precision:  0.8133
	F1 Score:  0.7772
Path Edit Distance Metrics:
	Overall Average:  2.0700
		3-Hop:  2.0635
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4983
	Precision:  0.5217
	F1 Score:  0.4960
Relation Edit Distance Metrics:
	Overall Average:  1.8000
		3-Hop:  1.8730
		2-Hop:  1.6757

Score for iteration 6100
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9733
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9577
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1512
		Step 1:  5.4200
		Step 2:  6.4799
		Step 3:  6.5537
Entropy Metrics
	Question Entropy:  0.7582
	Path Entropy:  2.2747
		Step 1:  1.2409
		Step 2:  0.9501
		Step 3:  0.0836
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.5500
	Redundancy:  0.0067
	Avg Segment Hops:  2.5700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.3083
	Precision:  0.3133
	F1 Score:  0.3053
Node-Set Overlap Metrics
	Recall:  0.7592
	Precision:  0.8150
	F1 Score:  0.7759
Path Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.1746
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.5050
	Precision:  0.5150
	F1 Score:  0.4957
Relation Edit Distance Metrics:
	Overall Average:  1.8400
		3-Hop:  1.9365
		2-Hop:  1.6757

Score for iteration 6200
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9758
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9696
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1706
		Step 1:  5.4200
		Step 2:  6.5009
		Step 3:  6.5909
Entropy Metrics
	Question Entropy:  0.7751
	Path Entropy:  2.3254
		Step 1:  1.2882
		Step 2:  0.9297
		Step 3:  0.1075
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1533
	Restart Rate:  0.0000
	No-Op Rate:  0.1533
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.5400
	Redundancy:  0.0000
	Avg Segment Hops:  2.5400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1094
	F1 Score:  0.1968
GT-Edge Overlap Metrics
	Recall:  0.3133
	Precision:  0.3167
	F1 Score:  0.3093
Node-Set Overlap Metrics
	Recall:  0.7558
	Precision:  0.8133
	F1 Score:  0.7726
Path Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.1270
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.5083
	Precision:  0.5083
	F1 Score:  0.4923
Relation Edit Distance Metrics:
	Overall Average:  1.7800
		3-Hop:  1.8889
		2-Hop:  1.5946

Score for iteration 6300
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1449
		Step 1:  5.4200
		Step 2:  6.4896
		Step 3:  6.5252
Entropy Metrics
	Question Entropy:  0.7509
	Path Entropy:  2.2528
		Step 1:  1.2338
		Step 2:  0.9608
		Step 3:  0.0581
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0067
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1071
	F1 Score:  0.1931
GT-Edge Overlap Metrics
	Recall:  0.3117
	Precision:  0.3183
	F1 Score:  0.3093
Node-Set Overlap Metrics
	Recall:  0.7683
	Precision:  0.8283
	F1 Score:  0.7868
Path Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.1111
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.5133
	Precision:  0.5167
	F1 Score:  0.5017
Relation Edit Distance Metrics:
	Overall Average:  1.7600
		3-Hop:  1.8095
		2-Hop:  1.6757

Score for iteration 6400
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1436
		Step 1:  5.4200
		Step 2:  6.4770
		Step 3:  6.5337
Entropy Metrics
	Question Entropy:  0.7468
	Path Entropy:  2.2404
		Step 1:  1.2299
		Step 2:  0.9478
		Step 3:  0.0627
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0033
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1050
	F1 Score:  0.1897
GT-Edge Overlap Metrics
	Recall:  0.3050
	Precision:  0.3200
	F1 Score:  0.3067
Node-Set Overlap Metrics
	Recall:  0.7625
	Precision:  0.8258
	F1 Score:  0.7839
Path Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.1429
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4917
	Precision:  0.5117
	F1 Score:  0.4870
Relation Edit Distance Metrics:
	Overall Average:  1.7800
		3-Hop:  1.8254
		2-Hop:  1.7027

Score for iteration 6500
Answer Metrics
	Hits@1:  0.9300
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9600
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8889
		MRR:  0.9365
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1609
		Step 1:  5.4200
		Step 2:  6.4920
		Step 3:  6.5706
Entropy Metrics
	Question Entropy:  0.7821
	Path Entropy:  2.3462
		Step 1:  1.2897
		Step 2:  0.9723
		Step 3:  0.0843
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.0867
	Restart Rate:  0.0000
	No-Op Rate:  0.0867
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.7100
	Redundancy:  0.0100
	Avg Segment Hops:  2.7400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1944
GT-Edge Overlap Metrics
	Recall:  0.3900
	Precision:  0.3833
	F1 Score:  0.3807
Node-Set Overlap Metrics
	Recall:  0.7975
	Precision:  0.8158
	F1 Score:  0.7975
Path Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  1.8571
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.5667
	Precision:  0.5533
	F1 Score:  0.5467
Relation Edit Distance Metrics:
	Overall Average:  1.5900
		3-Hop:  1.6032
		2-Hop:  1.5676

Score for iteration 6600
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1613
		Step 1:  5.4200
		Step 2:  6.4973
		Step 3:  6.5666
Entropy Metrics
	Question Entropy:  0.7625
	Path Entropy:  2.2876
		Step 1:  1.2427
		Step 2:  0.9675
		Step 3:  0.0774
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1167
	Restart Rate:  0.0000
	No-Op Rate:  0.1167
	Cycle Rate:  0.0767
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0100
	Avg Segment Hops:  2.6500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1099
	F1 Score:  0.1976
GT-Edge Overlap Metrics
	Recall:  0.3467
	Precision:  0.3450
	F1 Score:  0.3407
Node-Set Overlap Metrics
	Recall:  0.7825
	Precision:  0.8333
	F1 Score:  0.7972
Path Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.0159
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.5483
	Precision:  0.5450
	F1 Score:  0.5330
Relation Edit Distance Metrics:
	Overall Average:  1.6900
		3-Hop:  1.7619
		2-Hop:  1.5676

Score for iteration 6700
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9542
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9511
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9595
Valid Action Count at Each Step
	Overall Average:  6.1434
		Step 1:  5.4200
		Step 2:  6.4645
		Step 3:  6.5456
Entropy Metrics
	Question Entropy:  0.7476
	Path Entropy:  2.2429
		Step 1:  1.2615
		Step 2:  0.8915
		Step 3:  0.0899
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0650
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0100
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1080
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.2983
	Precision:  0.3050
	F1 Score:  0.2950
Node-Set Overlap Metrics
	Recall:  0.7458
	Precision:  0.8033
	F1 Score:  0.7627
Path Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.1270
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4750
	Precision:  0.5083
	F1 Score:  0.4750
Relation Edit Distance Metrics:
	Overall Average:  1.8400
		3-Hop:  1.8889
		2-Hop:  1.7568

Score for iteration 6800
Answer Metrics
	Hits@1:  0.9300
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9567
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9471
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1628
		Step 1:  5.4200
		Step 2:  6.4827
		Step 3:  6.5857
Entropy Metrics
	Question Entropy:  0.7826
	Path Entropy:  2.3478
		Step 1:  1.2575
		Step 2:  0.9818
		Step 3:  0.1085
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1033
	Restart Rate:  0.0000
	No-Op Rate:  0.1033
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.6500
	Redundancy:  0.0133
	Avg Segment Hops:  2.6900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1099
	F1 Score:  0.1976
GT-Edge Overlap Metrics
	Recall:  0.3583
	Precision:  0.3500
	F1 Score:  0.3493
Node-Set Overlap Metrics
	Recall:  0.7833
	Precision:  0.8208
	F1 Score:  0.7910
Path Edit Distance Metrics:
	Overall Average:  1.9700
		3-Hop:  1.8889
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.5500
	Precision:  0.5400
	F1 Score:  0.5340
Relation Edit Distance Metrics:
	Overall Average:  1.6700
		3-Hop:  1.6349
		2-Hop:  1.7297

Score for iteration 6900
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9775
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9722
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1478
		Step 1:  5.4200
		Step 2:  6.4780
		Step 3:  6.5454
Entropy Metrics
	Question Entropy:  0.7379
	Path Entropy:  2.2137
		Step 1:  1.1890
		Step 2:  0.9610
		Step 3:  0.0636
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1100
	Restart Rate:  0.0000
	No-Op Rate:  0.1100
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0133
	Avg Segment Hops:  2.6700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1071
	F1 Score:  0.1931
GT-Edge Overlap Metrics
	Recall:  0.3633
	Precision:  0.3583
	F1 Score:  0.3553
Node-Set Overlap Metrics
	Recall:  0.7850
	Precision:  0.8283
	F1 Score:  0.7958
Path Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  1.9365
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.5450
	Precision:  0.5383
	F1 Score:  0.5277
Relation Edit Distance Metrics:
	Overall Average:  1.6600
		3-Hop:  1.7460
		2-Hop:  1.5135

Score for iteration 7000
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9883
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9815
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1519
		Step 1:  5.4200
		Step 2:  6.4990
		Step 3:  6.5367
Entropy Metrics
	Question Entropy:  0.7426
	Path Entropy:  2.2277
		Step 1:  1.2011
		Step 2:  0.9615
		Step 3:  0.0650
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0100
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1944
GT-Edge Overlap Metrics
	Recall:  0.3483
	Precision:  0.3567
	F1 Score:  0.3473
Node-Set Overlap Metrics
	Recall:  0.7742
	Precision:  0.8433
	F1 Score:  0.7980
Path Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0317
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.5383
	Precision:  0.5583
	F1 Score:  0.5330
Relation Edit Distance Metrics:
	Overall Average:  1.6800
		3-Hop:  1.7302
		2-Hop:  1.5946

Score for iteration 7100
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9800
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9683
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1691
		Step 1:  5.4200
		Step 2:  6.5104
		Step 3:  6.5768
Entropy Metrics
	Question Entropy:  0.7731
	Path Entropy:  2.3193
		Step 1:  1.2739
		Step 2:  0.9734
		Step 3:  0.0720
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0400
	Backtrack Rate:  0.0000
	Unique Edges:  2.5500
	Redundancy:  0.0000
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1093
	F1 Score:  0.1967
GT-Edge Overlap Metrics
	Recall:  0.3783
	Precision:  0.3867
	F1 Score:  0.3757
Node-Set Overlap Metrics
	Recall:  0.7850
	Precision:  0.8333
	F1 Score:  0.7978
Path Edit Distance Metrics:
	Overall Average:  1.8900
		3-Hop:  1.8889
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.5383
	Precision:  0.5550
	F1 Score:  0.5307
Relation Edit Distance Metrics:
	Overall Average:  1.6500
		3-Hop:  1.6825
		2-Hop:  1.5946

Score for iteration 7200
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1529
		Step 1:  5.4200
		Step 2:  6.4880
		Step 3:  6.5508
Entropy Metrics
	Question Entropy:  0.7452
	Path Entropy:  2.2355
		Step 1:  1.2240
		Step 2:  0.9590
		Step 3:  0.0526
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0433
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0067
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1065
	F1 Score:  0.1921
GT-Edge Overlap Metrics
	Recall:  0.3083
	Precision:  0.3150
	F1 Score:  0.3053
Node-Set Overlap Metrics
	Recall:  0.7742
	Precision:  0.8175
	F1 Score:  0.7851
Path Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.1270
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4833
	Precision:  0.5133
	F1 Score:  0.4840
Relation Edit Distance Metrics:
	Overall Average:  1.7700
		3-Hop:  1.8254
		2-Hop:  1.6757

Score for iteration 7300
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1582
		Step 1:  5.4200
		Step 2:  6.4915
		Step 3:  6.5632
Entropy Metrics
	Question Entropy:  0.7590
	Path Entropy:  2.2770
		Step 1:  1.2415
		Step 2:  0.9718
		Step 3:  0.0636
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1033
	Restart Rate:  0.0000
	No-Op Rate:  0.1033
	Cycle Rate:  0.0667
	Backtrack Rate:  0.0000
	Unique Edges:  2.6700
	Redundancy:  0.0067
	Avg Segment Hops:  2.6900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1083
	F1 Score:  0.1951
GT-Edge Overlap Metrics
	Recall:  0.3483
	Precision:  0.3417
	F1 Score:  0.3407
Node-Set Overlap Metrics
	Recall:  0.7775
	Precision:  0.8125
	F1 Score:  0.7852
Path Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.0317
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.5300
	Precision:  0.5200
	F1 Score:  0.5140
Relation Edit Distance Metrics:
	Overall Average:  1.7000
		3-Hop:  1.7619
		2-Hop:  1.5946

Score for iteration 7400
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1512
		Step 1:  5.4200
		Step 2:  6.4998
		Step 3:  6.5339
Entropy Metrics
	Question Entropy:  0.7216
	Path Entropy:  2.1647
		Step 1:  1.1939
		Step 2:  0.9172
		Step 3:  0.0536
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1133
	Restart Rate:  0.0000
	No-Op Rate:  0.1133
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0133
	Avg Segment Hops:  2.6600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1073
	F1 Score:  0.1935
GT-Edge Overlap Metrics
	Recall:  0.3333
	Precision:  0.3333
	F1 Score:  0.3287
Node-Set Overlap Metrics
	Recall:  0.7750
	Precision:  0.8308
	F1 Score:  0.7915
Path Edit Distance Metrics:
	Overall Average:  2.0100
		3-Hop:  1.9841
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.5067
	Precision:  0.5083
	F1 Score:  0.4947
Relation Edit Distance Metrics:
	Overall Average:  1.7000
		3-Hop:  1.6984
		2-Hop:  1.7027

Score for iteration 7500
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9833
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1642
		Step 1:  5.4200
		Step 2:  6.5056
		Step 3:  6.5671
Entropy Metrics
	Question Entropy:  0.7228
	Path Entropy:  2.1684
		Step 1:  1.2037
		Step 2:  0.9019
		Step 3:  0.0627
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0600
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0067
	Avg Segment Hops:  2.6400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1086
	F1 Score:  0.1956
GT-Edge Overlap Metrics
	Recall:  0.2733
	Precision:  0.2717
	F1 Score:  0.2673
Node-Set Overlap Metrics
	Recall:  0.7517
	Precision:  0.7917
	F1 Score:  0.7606
Path Edit Distance Metrics:
	Overall Average:  2.1900
		3-Hop:  2.1746
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.4583
	Precision:  0.4750
	F1 Score:  0.4513
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.9524
		2-Hop:  1.8378

Score for iteration 7600
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1611
		Step 1:  5.4200
		Step 2:  6.5086
		Step 3:  6.5547
Entropy Metrics
	Question Entropy:  0.7407
	Path Entropy:  2.2221
		Step 1:  1.2199
		Step 2:  0.9476
		Step 3:  0.0546
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.5800
	Redundancy:  0.0033
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1080
	F1 Score:  0.1946
GT-Edge Overlap Metrics
	Recall:  0.3667
	Precision:  0.3783
	F1 Score:  0.3667
Node-Set Overlap Metrics
	Recall:  0.7867
	Precision:  0.8475
	F1 Score:  0.8067
Path Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9206
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.5617
	Precision:  0.5633
	F1 Score:  0.5503
Relation Edit Distance Metrics:
	Overall Average:  1.6100
		3-Hop:  1.6190
		2-Hop:  1.5946

Score for iteration 7700
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9725
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9563
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1687
		Step 1:  5.4200
		Step 2:  6.5038
		Step 3:  6.5822
Entropy Metrics
	Question Entropy:  0.7396
	Path Entropy:  2.2187
		Step 1:  1.2096
		Step 2:  0.9368
		Step 3:  0.0723
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1000
	Restart Rate:  0.0000
	No-Op Rate:  0.1000
	Cycle Rate:  0.0767
	Backtrack Rate:  0.0000
	Unique Edges:  2.6700
	Redundancy:  0.0100
	Avg Segment Hops:  2.7000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1083
	F1 Score:  0.1951
GT-Edge Overlap Metrics
	Recall:  0.3267
	Precision:  0.3267
	F1 Score:  0.3213
Node-Set Overlap Metrics
	Recall:  0.7692
	Precision:  0.8058
	F1 Score:  0.7780
Path Edit Distance Metrics:
	Overall Average:  2.0700
		3-Hop:  2.0635
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.5083
	Precision:  0.5050
	F1 Score:  0.4930
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.8095
		2-Hop:  1.8649

Score for iteration 7800
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9817
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9709
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1560
		Step 1:  5.4200
		Step 2:  6.4795
		Step 3:  6.5685
Entropy Metrics
	Question Entropy:  0.7405
	Path Entropy:  2.2216
		Step 1:  1.1764
		Step 2:  0.9525
		Step 3:  0.0927
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1533
	Restart Rate:  0.0000
	No-Op Rate:  0.1533
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0167
	Avg Segment Hops:  2.5400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1089
	F1 Score:  0.1961
GT-Edge Overlap Metrics
	Recall:  0.3050
	Precision:  0.3183
	F1 Score:  0.3037
Node-Set Overlap Metrics
	Recall:  0.7783
	Precision:  0.8483
	F1 Score:  0.7981
Path Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.0952
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4983
	Precision:  0.5317
	F1 Score:  0.5000
Relation Edit Distance Metrics:
	Overall Average:  1.7600
		3-Hop:  1.7619
		2-Hop:  1.7568

Score for iteration 7900
Answer Metrics
	Hits@1:  0.9900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1438
		Step 1:  5.4200
		Step 2:  6.4899
		Step 3:  6.5216
Entropy Metrics
	Question Entropy:  0.7195
	Path Entropy:  2.1584
		Step 1:  1.2107
		Step 2:  0.8978
		Step 3:  0.0500
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0600
	Backtrack Rate:  0.0000
	Unique Edges:  2.5800
	Redundancy:  0.0033
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1077
	F1 Score:  0.1940
GT-Edge Overlap Metrics
	Recall:  0.3417
	Precision:  0.3467
	F1 Score:  0.3373
Node-Set Overlap Metrics
	Recall:  0.7942
	Precision:  0.8467
	F1 Score:  0.8089
Path Edit Distance Metrics:
	Overall Average:  2.0100
		3-Hop:  2.0635
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.4983
	Precision:  0.5117
	F1 Score:  0.4903
Relation Edit Distance Metrics:
	Overall Average:  1.7100
		3-Hop:  1.7302
		2-Hop:  1.6757

Score for iteration 8000
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9783
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9656
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1696
		Step 1:  5.4200
		Step 2:  6.5076
		Step 3:  6.5813
Entropy Metrics
	Question Entropy:  0.7425
	Path Entropy:  2.2275
		Step 1:  1.2196
		Step 2:  0.9449
		Step 3:  0.0629
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1767
	Restart Rate:  0.0000
	No-Op Rate:  0.1767
	Cycle Rate:  0.0367
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0033
	Avg Segment Hops:  2.4700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.3533
	Precision:  0.3767
	F1 Score:  0.3570
Node-Set Overlap Metrics
	Recall:  0.7758
	Precision:  0.8450
	F1 Score:  0.7977
Path Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  1.9365
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.5333
	Precision:  0.5617
	F1 Score:  0.5333
Relation Edit Distance Metrics:
	Overall Average:  1.6300
		3-Hop:  1.6190
		2-Hop:  1.6486

Score for iteration 8100
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9783
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9656
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1493
		Step 1:  5.4200
		Step 2:  6.4881
		Step 3:  6.5398
Entropy Metrics
	Question Entropy:  0.7549
	Path Entropy:  2.2647
		Step 1:  1.2316
		Step 2:  0.9603
		Step 3:  0.0727
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0467
	Backtrack Rate:  0.0000
	Unique Edges:  2.5700
	Redundancy:  0.0067
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1071
	F1 Score:  0.1931
GT-Edge Overlap Metrics
	Recall:  0.3683
	Precision:  0.3800
	F1 Score:  0.3660
Node-Set Overlap Metrics
	Recall:  0.7942
	Precision:  0.8392
	F1 Score:  0.8040
Path Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  1.8889
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.5450
	Precision:  0.5517
	F1 Score:  0.5347
Relation Edit Distance Metrics:
	Overall Average:  1.6100
		3-Hop:  1.6032
		2-Hop:  1.6216

Score for iteration 8200
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1509
		Step 1:  5.4200
		Step 2:  6.4698
		Step 3:  6.5630
Entropy Metrics
	Question Entropy:  0.7223
	Path Entropy:  2.1669
		Step 1:  1.1945
		Step 2:  0.9222
		Step 3:  0.0502
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0400
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0033
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1064
	F1 Score:  0.1920
GT-Edge Overlap Metrics
	Recall:  0.3583
	Precision:  0.3483
	F1 Score:  0.3480
Node-Set Overlap Metrics
	Recall:  0.7900
	Precision:  0.8175
	F1 Score:  0.7928
Path Edit Distance Metrics:
	Overall Average:  1.9700
		3-Hop:  2.0317
		2-Hop:  1.8649
Relation-Set Overlap Metrics
	Recall:  0.5267
	Precision:  0.5317
	F1 Score:  0.5167
Relation Edit Distance Metrics:
	Overall Average:  1.7300
		3-Hop:  1.7778
		2-Hop:  1.6486

Score for iteration 8300
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1390
		Step 1:  5.4200
		Step 2:  6.4456
		Step 3:  6.5513
Entropy Metrics
	Question Entropy:  0.7231
	Path Entropy:  2.1693
		Step 1:  1.1919
		Step 2:  0.9163
		Step 3:  0.0610
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0067
	Avg Segment Hops:  2.6400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1065
	F1 Score:  0.1921
GT-Edge Overlap Metrics
	Recall:  0.3467
	Precision:  0.3433
	F1 Score:  0.3390
Node-Set Overlap Metrics
	Recall:  0.7900
	Precision:  0.8267
	F1 Score:  0.7971
Path Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0159
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.5233
	Precision:  0.5267
	F1 Score:  0.5127
Relation Edit Distance Metrics:
	Overall Average:  1.7200
		3-Hop:  1.7619
		2-Hop:  1.6486

Score for iteration 8400
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9883
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9815
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1548
		Step 1:  5.4200
		Step 2:  6.4711
		Step 3:  6.5732
Entropy Metrics
	Question Entropy:  0.7252
	Path Entropy:  2.1756
		Step 1:  1.1968
		Step 2:  0.9126
		Step 3:  0.0661
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1167
	Restart Rate:  0.0000
	No-Op Rate:  0.1167
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0100
	Avg Segment Hops:  2.6500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1064
	F1 Score:  0.1919
GT-Edge Overlap Metrics
	Recall:  0.3833
	Precision:  0.3817
	F1 Score:  0.3757
Node-Set Overlap Metrics
	Recall:  0.8008
	Precision:  0.8342
	F1 Score:  0.8059
Path Edit Distance Metrics:
	Overall Average:  1.8900
		3-Hop:  1.8413
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.5583
	Precision:  0.5617
	F1 Score:  0.5440
Relation Edit Distance Metrics:
	Overall Average:  1.6000
		3-Hop:  1.5873
		2-Hop:  1.6216

Score for iteration 8500
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9875
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9802
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1648
		Step 1:  5.4200
		Step 2:  6.5004
		Step 3:  6.5740
Entropy Metrics
	Question Entropy:  0.7340
	Path Entropy:  2.2021
		Step 1:  1.2035
		Step 2:  0.9329
		Step 3:  0.0657
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.4800
	Redundancy:  0.0133
	Avg Segment Hops:  2.5200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.3067
	Precision:  0.3183
	F1 Score:  0.3057
Node-Set Overlap Metrics
	Recall:  0.7667
	Precision:  0.8333
	F1 Score:  0.7870
Path Edit Distance Metrics:
	Overall Average:  2.0600
		3-Hop:  2.2063
		2-Hop:  1.8108
Relation-Set Overlap Metrics
	Recall:  0.4550
	Precision:  0.4900
	F1 Score:  0.4593
Relation Edit Distance Metrics:
	Overall Average:  1.8400
		3-Hop:  1.9683
		2-Hop:  1.6216

Score for iteration 8600
Answer Metrics
	Hits@1:  0.9900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1507
		Step 1:  5.4200
		Step 2:  6.4745
		Step 3:  6.5576
Entropy Metrics
	Question Entropy:  0.7236
	Path Entropy:  2.1709
		Step 1:  1.1952
		Step 2:  0.9269
		Step 3:  0.0488
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0067
	Avg Segment Hops:  2.6400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.3117
	Precision:  0.3150
	F1 Score:  0.3080
Node-Set Overlap Metrics
	Recall:  0.7683
	Precision:  0.8125
	F1 Score:  0.7803
Path Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.1111
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4633
	Precision:  0.4767
	F1 Score:  0.4573
Relation Edit Distance Metrics:
	Overall Average:  1.8200
		3-Hop:  1.8571
		2-Hop:  1.7568

Score for iteration 8700
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1547
		Step 1:  5.4200
		Step 2:  6.4860
		Step 3:  6.5582
Entropy Metrics
	Question Entropy:  0.7325
	Path Entropy:  2.1974
		Step 1:  1.2107
		Step 2:  0.9361
		Step 3:  0.0506
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1667
	Restart Rate:  0.0000
	No-Op Rate:  0.1667
	Cycle Rate:  0.0400
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0033
	Avg Segment Hops:  2.5000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1066
	F1 Score:  0.1923
GT-Edge Overlap Metrics
	Recall:  0.3567
	Precision:  0.3567
	F1 Score:  0.3520
Node-Set Overlap Metrics
	Recall:  0.7750
	Precision:  0.8325
	F1 Score:  0.7916
Path Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  2.0159
		2-Hop:  1.7297
Relation-Set Overlap Metrics
	Recall:  0.5200
	Precision:  0.5367
	F1 Score:  0.5157
Relation Edit Distance Metrics:
	Overall Average:  1.6600
		3-Hop:  1.7937
		2-Hop:  1.4324

Score for iteration 8800
Answer Metrics
	Hits@1:  0.9600
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9800
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9683
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1653
		Step 1:  5.4200
		Step 2:  6.4910
		Step 3:  6.5850
Entropy Metrics
	Question Entropy:  0.7431
	Path Entropy:  2.2294
		Step 1:  1.2188
		Step 2:  0.9469
		Step 3:  0.0638
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0400
	Backtrack Rate:  0.0000
	Unique Edges:  2.6000
	Redundancy:  0.0100
	Avg Segment Hops:  2.6300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1092
	F1 Score:  0.1965
GT-Edge Overlap Metrics
	Recall:  0.3533
	Precision:  0.3500
	F1 Score:  0.3443
Node-Set Overlap Metrics
	Recall:  0.7950
	Precision:  0.8242
	F1 Score:  0.7978
Path Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0317
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.5367
	Precision:  0.5600
	F1 Score:  0.5320
Relation Edit Distance Metrics:
	Overall Average:  1.6900
		3-Hop:  1.7619
		2-Hop:  1.5676

Score for iteration 8900
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1509
		Step 1:  5.4200
		Step 2:  6.4825
		Step 3:  6.5503
Entropy Metrics
	Question Entropy:  0.7293
	Path Entropy:  2.1878
		Step 1:  1.1795
		Step 2:  0.9338
		Step 3:  0.0746
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0467
	Backtrack Rate:  0.0000
	Unique Edges:  2.6000
	Redundancy:  0.0100
	Avg Segment Hops:  2.6300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1075
	F1 Score:  0.1938
GT-Edge Overlap Metrics
	Recall:  0.3850
	Precision:  0.3867
	F1 Score:  0.3777
Node-Set Overlap Metrics
	Recall:  0.8108
	Precision:  0.8442
	F1 Score:  0.8148
Path Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  1.9048
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.5367
	Precision:  0.5400
	F1 Score:  0.5263
Relation Edit Distance Metrics:
	Overall Average:  1.6500
		3-Hop:  1.6190
		2-Hop:  1.7027

Score for iteration 9000
Answer Metrics
	Hits@1:  0.9900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1556
		Step 1:  5.4200
		Step 2:  6.5111
		Step 3:  6.5356
Entropy Metrics
	Question Entropy:  0.7293
	Path Entropy:  2.1879
		Step 1:  1.2040
		Step 2:  0.9235
		Step 3:  0.0603
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1133
	Restart Rate:  0.0000
	No-Op Rate:  0.1133
	Cycle Rate:  0.0433
	Backtrack Rate:  0.0000
	Unique Edges:  2.6400
	Redundancy:  0.0067
	Avg Segment Hops:  2.6600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1059
	F1 Score:  0.1911
GT-Edge Overlap Metrics
	Recall:  0.3700
	Precision:  0.3600
	F1 Score:  0.3600
Node-Set Overlap Metrics
	Recall:  0.8025
	Precision:  0.8250
	F1 Score:  0.8038
Path Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  2.0000
		2-Hop:  1.7838
Relation-Set Overlap Metrics
	Recall:  0.5300
	Precision:  0.5233
	F1 Score:  0.5160
Relation Edit Distance Metrics:
	Overall Average:  1.6500
		3-Hop:  1.7619
		2-Hop:  1.4595

Score for iteration 9100
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9875
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9802
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1515
		Step 1:  5.4200
		Step 2:  6.4750
		Step 3:  6.5596
Entropy Metrics
	Question Entropy:  0.7294
	Path Entropy:  2.1882
		Step 1:  1.1982
		Step 2:  0.9313
		Step 3:  0.0587
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1167
	Restart Rate:  0.0000
	No-Op Rate:  0.1167
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0100
	Avg Segment Hops:  2.6500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1083
	F1 Score:  0.1951
GT-Edge Overlap Metrics
	Recall:  0.3767
	Precision:  0.3717
	F1 Score:  0.3687
Node-Set Overlap Metrics
	Recall:  0.8025
	Precision:  0.8333
	F1 Score:  0.8075
Path Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  1.9683
		2-Hop:  1.7838
Relation-Set Overlap Metrics
	Recall:  0.5300
	Precision:  0.5350
	F1 Score:  0.5217
Relation Edit Distance Metrics:
	Overall Average:  1.6600
		3-Hop:  1.7302
		2-Hop:  1.5405

Score for iteration 9200
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1535
		Step 1:  5.4200
		Step 2:  6.4945
		Step 3:  6.5461
Entropy Metrics
	Question Entropy:  0.7193
	Path Entropy:  2.1579
		Step 1:  1.1961
		Step 2:  0.9107
		Step 3:  0.0511
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0367
	Backtrack Rate:  0.0000
	Unique Edges:  2.6000
	Redundancy:  0.0067
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1077
	F1 Score:  0.1941
GT-Edge Overlap Metrics
	Recall:  0.3200
	Precision:  0.3150
	F1 Score:  0.3120
Node-Set Overlap Metrics
	Recall:  0.7758
	Precision:  0.8058
	F1 Score:  0.7796
Path Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.1429
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4817
	Precision:  0.5100
	F1 Score:  0.4813
Relation Edit Distance Metrics:
	Overall Average:  1.7900
		3-Hop:  1.8730
		2-Hop:  1.6486

Score for iteration 9300
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9762
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1406
		Step 1:  5.4200
		Step 2:  6.4813
		Step 3:  6.5206
Entropy Metrics
	Question Entropy:  0.7285
	Path Entropy:  2.1856
		Step 1:  1.1892
		Step 2:  0.9435
		Step 3:  0.0530
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0100
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1072
	F1 Score:  0.1932
GT-Edge Overlap Metrics
	Recall:  0.3050
	Precision:  0.3150
	F1 Score:  0.3023
Node-Set Overlap Metrics
	Recall:  0.7725
	Precision:  0.8283
	F1 Score:  0.7867
Path Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.0476
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.4850
	Precision:  0.5000
	F1 Score:  0.4780
Relation Edit Distance Metrics:
	Overall Average:  1.7800
		3-Hop:  1.7460
		2-Hop:  1.8378

Score for iteration 9400
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1483
		Step 1:  5.4200
		Step 2:  6.4728
		Step 3:  6.5520
Entropy Metrics
	Question Entropy:  0.7128
	Path Entropy:  2.1384
		Step 1:  1.1805
		Step 2:  0.9108
		Step 3:  0.0471
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0467
	Backtrack Rate:  0.0000
	Unique Edges:  2.6000
	Redundancy:  0.0067
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1068
	F1 Score:  0.1926
GT-Edge Overlap Metrics
	Recall:  0.3200
	Precision:  0.3167
	F1 Score:  0.3133
Node-Set Overlap Metrics
	Recall:  0.7750
	Precision:  0.8100
	F1 Score:  0.7821
Path Edit Distance Metrics:
	Overall Average:  2.0500
		3-Hop:  2.1429
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.4950
	Precision:  0.5033
	F1 Score:  0.4867
Relation Edit Distance Metrics:
	Overall Average:  1.7900
		3-Hop:  1.8571
		2-Hop:  1.6757

Score for iteration 9500
Answer Metrics
	Hits@1:  0.9900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1483
		Step 1:  5.4200
		Step 2:  6.4750
		Step 3:  6.5499
Entropy Metrics
	Question Entropy:  0.7102
	Path Entropy:  2.1306
		Step 1:  1.1862
		Step 2:  0.8797
		Step 3:  0.0647
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0033
	Avg Segment Hops:  2.5700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1940
GT-Edge Overlap Metrics
	Recall:  0.3600
	Precision:  0.3683
	F1 Score:  0.3587
Node-Set Overlap Metrics
	Recall:  0.7767
	Precision:  0.8375
	F1 Score:  0.7970
Path Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9524
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.5000
	Precision:  0.5117
	F1 Score:  0.4930
Relation Edit Distance Metrics:
	Overall Average:  1.6900
		3-Hop:  1.6984
		2-Hop:  1.6757

Score for iteration 9600
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9850
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1537
		Step 1:  5.4200
		Step 2:  6.4926
		Step 3:  6.5484
Entropy Metrics
	Question Entropy:  0.7197
	Path Entropy:  2.1592
		Step 1:  1.1991
		Step 2:  0.9059
		Step 3:  0.0542
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1300
	Restart Rate:  0.0000
	No-Op Rate:  0.1300
	Cycle Rate:  0.0450
	Backtrack Rate:  0.0000
	Unique Edges:  2.6000
	Redundancy:  0.0033
	Avg Segment Hops:  2.6100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1058
	F1 Score:  0.1910
GT-Edge Overlap Metrics
	Recall:  0.3567
	Precision:  0.3417
	F1 Score:  0.3440
Node-Set Overlap Metrics
	Recall:  0.7858
	Precision:  0.8208
	F1 Score:  0.7915
Path Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  1.9683
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.5283
	Precision:  0.5100
	F1 Score:  0.5063
Relation Edit Distance Metrics:
	Overall Average:  1.6600
		3-Hop:  1.7143
		2-Hop:  1.5676

Score for iteration 9700
Answer Metrics
	Hits@1:  0.9700
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9833
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1591
		Step 1:  5.4200
		Step 2:  6.4987
		Step 3:  6.5587
Entropy Metrics
	Question Entropy:  0.7619
	Path Entropy:  2.2856
		Step 1:  1.2332
		Step 2:  0.9677
		Step 3:  0.0847
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.0400
	Backtrack Rate:  0.0000
	Unique Edges:  2.5800
	Redundancy:  0.0067
	Avg Segment Hops:  2.6000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1058
	F1 Score:  0.1910
GT-Edge Overlap Metrics
	Recall:  0.3517
	Precision:  0.3433
	F1 Score:  0.3410
Node-Set Overlap Metrics
	Recall:  0.7942
	Precision:  0.8325
	F1 Score:  0.8004
Path Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  2.0159
		2-Hop:  1.8649
Relation-Set Overlap Metrics
	Recall:  0.5467
	Precision:  0.5333
	F1 Score:  0.5290
Relation Edit Distance Metrics:
	Overall Average:  1.6500
		3-Hop:  1.7302
		2-Hop:  1.5135

Score for iteration 9800
Answer Metrics
	Hits@1:  0.9800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9683
		MRR:  0.9841
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1706
		Step 1:  5.4200
		Step 2:  6.5175
		Step 3:  6.5744
Entropy Metrics
	Question Entropy:  0.7334
	Path Entropy:  2.2001
		Step 1:  1.2006
		Step 2:  0.9423
		Step 3:  0.0572
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0333
	Backtrack Rate:  0.0000
	Unique Edges:  2.5800
	Redundancy:  0.0000
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1076
	F1 Score:  0.1939
GT-Edge Overlap Metrics
	Recall:  0.3900
	Precision:  0.3933
	F1 Score:  0.3860
Node-Set Overlap Metrics
	Recall:  0.7983
	Precision:  0.8308
	F1 Score:  0.8056
Path Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.8571
		2-Hop:  1.7838
Relation-Set Overlap Metrics
	Recall:  0.5517
	Precision:  0.5617
	F1 Score:  0.5430
Relation Edit Distance Metrics:
	Overall Average:  1.5400
		3-Hop:  1.6032
		2-Hop:  1.4324

Score for iteration 9900
Answer Metrics
	Hits@1:  0.9900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1579
		Step 1:  5.4200
		Step 2:  6.5043
		Step 3:  6.5494
Entropy Metrics
	Question Entropy:  0.7164
	Path Entropy:  2.1491
		Step 1:  1.1718
		Step 2:  0.9246
		Step 3:  0.0527
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0433
	Backtrack Rate:  0.0000
	Unique Edges:  2.6200
	Redundancy:  0.0033
	Avg Segment Hops:  2.6300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1070
	F1 Score:  0.1929
GT-Edge Overlap Metrics
	Recall:  0.3167
	Precision:  0.3117
	F1 Score:  0.3087
Node-Set Overlap Metrics
	Recall:  0.7850
	Precision:  0.8158
	F1 Score:  0.7903
Path Edit Distance Metrics:
	Overall Average:  2.0600
		3-Hop:  2.1111
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4967
	Precision:  0.4950
	F1 Score:  0.4837
Relation Edit Distance Metrics:
	Overall Average:  1.7700
		3-Hop:  1.7937
		2-Hop:  1.7297

Score for iteration 10000
Answer Metrics
	Hits@1:  0.9900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9950
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9841
		MRR:  0.9921
	2-Hop
		Hits@1:  1.0000
		MRR:  1.0000
Valid Action Count at Each Step
	Overall Average:  6.1431
		Step 1:  5.4200
		Step 2:  6.4881
		Step 3:  6.5212
Entropy Metrics
	Question Entropy:  0.6967
	Path Entropy:  2.0902
		Step 1:  1.1912
		Step 2:  0.8530
		Step 3:  0.0460
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1533
	Restart Rate:  0.0000
	No-Op Rate:  0.1533
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0067
	Avg Segment Hops:  2.5400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1061
	F1 Score:  0.1915
GT-Edge Overlap Metrics
	Recall:  0.3433
	Precision:  0.3417
	F1 Score:  0.3380
Node-Set Overlap Metrics
	Recall:  0.7775
	Precision:  0.8375
	F1 Score:  0.7945
Path Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  2.0794
		2-Hop:  1.7297
Relation-Set Overlap Metrics
	Recall:  0.4983
	Precision:  0.5133
	F1 Score:  0.4947
Relation Edit Distance Metrics:
	Overall Average:  1.6800
		3-Hop:  1.8095
		2-Hop:  1.4595

Test (beam) scores with best model from output/kinshiphinton/qa_nhop_reason_3hop_seed42/model/model.ckpt
Answer Metrics
	Hits@1:  0.9604
	Hits@3:  0.9901
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9777
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9722
	2-Hop
		Hits@1:  0.9737
		MRR:  0.9868
Valid Action Count at Each Step
	Overall Average:  6.3156
		Step 1:  5.8812
		Step 2:  6.4938
		Step 3:  6.5719
Entropy Metrics
	Question Entropy:  0.7622
	Path Entropy:  2.2865
		Step 1:  1.2403
		Step 2:  0.9946
		Step 3:  0.0516
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1188
	Restart Rate:  0.0000
	No-Op Rate:  0.1188
	Cycle Rate:  0.0495
	Backtrack Rate:  0.0000
	Unique Edges:  2.6436
	Redundancy:  0.0000
	Avg Segment Hops:  2.6436
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1124
	F1 Score:  0.2017
GT-Edge Overlap Metrics
	Recall:  0.3366
	Precision:  0.3416
	F1 Score:  0.3330
Node-Set Overlap Metrics
	Recall:  0.7822
	Precision:  0.8144
	F1 Score:  0.7897
Path Edit Distance Metrics:
	Overall Average:  1.9901
		2-Hop:  1.9474
		3-Hop:  2.0159
Relation-Set Overlap Metrics
	Recall:  0.4851
	Precision:  0.5099
	F1 Score:  0.4818
Relation Edit Distance Metrics:
	Overall Average:  1.7129
		2-Hop:  1.7105
		3-Hop:  1.7143

