Score for iteration 100
Answer Metrics
	Hits@1:  0.3400
	Hits@3:  0.7300
	Hits@5:  0.8200
	Hits@10:  0.9900
	Hits@20:  0.9900
	MRR:  0.5516
Per Hop Answer Metrics
	2-Hop
		Hits@1:  0.3243
		MRR:  0.5634
	3-Hop
		Hits@1:  0.3492
		MRR:  0.5446
Valid Action Count at Each Step
	Overall Average:  5.9118
		Step 1:  5.4200
		Step 2:  6.1027
		Step 3:  6.2126
Entropy Metrics
	Question Entropy:  1.5660
	Path Entropy:  4.6981
		Step 1:  1.6160
		Step 2:  1.6671
		Step 3:  1.4150
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2800
	Restart Rate:  0.0000
	No-Op Rate:  0.2800
	Cycle Rate:  0.0617
	Backtrack Rate:  0.0000
	Unique Edges:  2.1600
	Redundancy:  0.0000
	Avg Segment Hops:  2.1600
Answer(s) Endpoint Coverage Metrics
	Recall:  0.9900
	Precision:  0.0979
	F1 Score:  0.1779
GT-Edge Overlap Metrics
	Recall:  0.1817
	Precision:  0.2033
	F1 Score:  0.1863
Node-Set Overlap Metrics
	Recall:  0.5908
	Precision:  0.7117
	F1 Score:  0.6330
Path Edit Distance Metrics:
	Overall Average:  2.4000
		3-Hop:  2.6349
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.3083
	Precision:  0.4017
	F1 Score:  0.3337
Relation Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.4444
		2-Hop:  1.7838

Score for iteration 200
Answer Metrics
	Hits@1:  0.5000
	Hits@3:  0.7600
	Hits@5:  0.8100
	Hits@10:  0.9900
	Hits@20:  0.9900
	MRR:  0.6523
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5397
		MRR:  0.6560
	2-Hop
		Hits@1:  0.4324
		MRR:  0.6461
Valid Action Count at Each Step
	Overall Average:  5.9858
		Step 1:  5.4200
		Step 2:  6.2542
		Step 3:  6.2832
Entropy Metrics
	Question Entropy:  1.3951
	Path Entropy:  4.1854
		Step 1:  1.5962
		Step 2:  1.5818
		Step 3:  1.0073
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2533
	Restart Rate:  0.0000
	No-Op Rate:  0.2533
	Cycle Rate:  0.0567
	Backtrack Rate:  0.0000
	Unique Edges:  2.2400
	Redundancy:  0.0000
	Avg Segment Hops:  2.2400
Answer(s) Endpoint Coverage Metrics
	Recall:  0.9900
	Precision:  0.1020
	F1 Score:  0.1845
GT-Edge Overlap Metrics
	Recall:  0.1633
	Precision:  0.1850
	F1 Score:  0.1697
Node-Set Overlap Metrics
	Recall:  0.5983
	Precision:  0.7117
	F1 Score:  0.6395
Path Edit Distance Metrics:
	Overall Average:  2.3900
		3-Hop:  2.6190
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.3317
	Precision:  0.3883
	F1 Score:  0.3417
Relation Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.4444
		2-Hop:  1.8108

Score for iteration 300
Answer Metrics
	Hits@1:  0.5000
	Hits@3:  0.7400
	Hits@5:  0.9100
	Hits@10:  0.9900
	Hits@20:  1.0000
	MRR:  0.6607
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5238
		MRR:  0.6588
	2-Hop
		Hits@1:  0.4595
		MRR:  0.6640
Valid Action Count at Each Step
	Overall Average:  5.9943
		Step 1:  5.4200
		Step 2:  6.2511
		Step 3:  6.3118
Entropy Metrics
	Question Entropy:  1.4117
	Path Entropy:  4.2352
		Step 1:  1.6123
		Step 2:  1.6471
		Step 3:  0.9758
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2233
	Restart Rate:  0.0000
	No-Op Rate:  0.2233
	Cycle Rate:  0.0867
	Backtrack Rate:  0.0000
	Unique Edges:  2.3300
	Redundancy:  0.0000
	Avg Segment Hops:  2.3300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1060
	F1 Score:  0.1910
GT-Edge Overlap Metrics
	Recall:  0.1750
	Precision:  0.2083
	F1 Score:  0.1823
Node-Set Overlap Metrics
	Recall:  0.5933
	Precision:  0.6942
	F1 Score:  0.6291
Path Edit Distance Metrics:
	Overall Average:  2.4000
		3-Hop:  2.5873
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.3583
	Precision:  0.4100
	F1 Score:  0.3693
Relation Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.3810
		2-Hop:  1.9459

Score for iteration 400
Answer Metrics
	Hits@1:  0.6200
	Hits@3:  0.8100
	Hits@5:  0.9500
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7491
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5873
		MRR:  0.7164
	2-Hop
		Hits@1:  0.6757
		MRR:  0.8050
Valid Action Count at Each Step
	Overall Average:  5.9950
		Step 1:  5.4200
		Step 2:  6.2717
		Step 3:  6.2934
Entropy Metrics
	Question Entropy:  1.4185
	Path Entropy:  4.2555
		Step 1:  1.6240
		Step 2:  1.6696
		Step 3:  0.9619
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2067
	Restart Rate:  0.0000
	No-Op Rate:  0.2067
	Cycle Rate:  0.0917
	Backtrack Rate:  0.0000
	Unique Edges:  2.3700
	Redundancy:  0.0233
	Avg Segment Hops:  2.3800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1028
	F1 Score:  0.1858
GT-Edge Overlap Metrics
	Recall:  0.1967
	Precision:  0.2267
	F1 Score:  0.2030
Node-Set Overlap Metrics
	Recall:  0.6083
	Precision:  0.7125
	F1 Score:  0.6433
Path Edit Distance Metrics:
	Overall Average:  2.3400
		3-Hop:  2.5714
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.3933
	Precision:  0.4333
	F1 Score:  0.4000
Relation Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.3492
		2-Hop:  1.7297

Score for iteration 500
Answer Metrics
	Hits@1:  0.5600
	Hits@3:  0.8700
	Hits@5:  0.9800
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7305
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5714
		MRR:  0.7204
	2-Hop
		Hits@1:  0.5405
		MRR:  0.7477
Valid Action Count at Each Step
	Overall Average:  6.0682
		Step 1:  5.4200
		Step 2:  6.3741
		Step 3:  6.4104
Entropy Metrics
	Question Entropy:  1.3263
	Path Entropy:  3.9790
		Step 1:  1.6167
		Step 2:  1.5952
		Step 3:  0.7671
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2800
	Restart Rate:  0.0000
	No-Op Rate:  0.2800
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.1600
	Redundancy:  0.0200
	Avg Segment Hops:  2.1600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1069
	F1 Score:  0.1923
GT-Edge Overlap Metrics
	Recall:  0.1500
	Precision:  0.1850
	F1 Score:  0.1607
Node-Set Overlap Metrics
	Recall:  0.5850
	Precision:  0.7142
	F1 Score:  0.6302
Path Edit Distance Metrics:
	Overall Average:  2.4000
		3-Hop:  2.6349
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.3117
	Precision:  0.4033
	F1 Score:  0.3427
Relation Edit Distance Metrics:
	Overall Average:  2.1900
		3-Hop:  2.4286
		2-Hop:  1.7838

Score for iteration 600
Answer Metrics
	Hits@1:  0.6900
	Hits@3:  0.9300
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8133
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6349
		MRR:  0.7772
	2-Hop
		Hits@1:  0.7838
		MRR:  0.8748
Valid Action Count at Each Step
	Overall Average:  6.0596
		Step 1:  5.4200
		Step 2:  6.3791
		Step 3:  6.3796
Entropy Metrics
	Question Entropy:  1.3436
	Path Entropy:  4.0309
		Step 1:  1.6085
		Step 2:  1.6251
		Step 3:  0.7973
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2967
	Restart Rate:  0.0000
	No-Op Rate:  0.2967
	Cycle Rate:  0.0450
	Backtrack Rate:  0.0000
	Unique Edges:  2.1100
	Redundancy:  0.0300
	Avg Segment Hops:  2.1100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1028
	F1 Score:  0.1856
GT-Edge Overlap Metrics
	Recall:  0.1900
	Precision:  0.2383
	F1 Score:  0.2050
Node-Set Overlap Metrics
	Recall:  0.6150
	Precision:  0.7642
	F1 Score:  0.6681
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.5556
		2-Hop:  1.7568
Relation-Set Overlap Metrics
	Recall:  0.3533
	Precision:  0.4733
	F1 Score:  0.3927
Relation Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.2857
		2-Hop:  1.5135

Score for iteration 700
Answer Metrics
	Hits@1:  0.6500
	Hits@3:  0.9400
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7823
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6190
		MRR:  0.7537
	2-Hop
		Hits@1:  0.7027
		MRR:  0.8311
Valid Action Count at Each Step
	Overall Average:  6.0698
		Step 1:  5.4200
		Step 2:  6.3731
		Step 3:  6.4162
Entropy Metrics
	Question Entropy:  1.3198
	Path Entropy:  3.9595
		Step 1:  1.6266
		Step 2:  1.6060
		Step 3:  0.7269
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1967
	Restart Rate:  0.0000
	No-Op Rate:  0.1967
	Cycle Rate:  0.0533
	Backtrack Rate:  0.0000
	Unique Edges:  2.4100
	Redundancy:  0.0200
	Avg Segment Hops:  2.4100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1058
	F1 Score:  0.1908
GT-Edge Overlap Metrics
	Recall:  0.1983
	Precision:  0.2083
	F1 Score:  0.1963
Node-Set Overlap Metrics
	Recall:  0.6250
	Precision:  0.7108
	F1 Score:  0.6519
Path Edit Distance Metrics:
	Overall Average:  2.3500
		3-Hop:  2.6032
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.3850
	Precision:  0.4050
	F1 Score:  0.3800
Relation Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.3492
		2-Hop:  1.7297

Score for iteration 800
Answer Metrics
	Hits@1:  0.6900
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8262
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6508
		MRR:  0.8034
	2-Hop
		Hits@1:  0.7568
		MRR:  0.8649
Valid Action Count at Each Step
	Overall Average:  6.0562
		Step 1:  5.4200
		Step 2:  6.3499
		Step 3:  6.3988
Entropy Metrics
	Question Entropy:  1.2667
	Path Entropy:  3.8001
		Step 1:  1.5882
		Step 2:  1.6057
		Step 3:  0.6061
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2733
	Restart Rate:  0.0000
	No-Op Rate:  0.2733
	Cycle Rate:  0.0333
	Backtrack Rate:  0.0000
	Unique Edges:  2.1800
	Redundancy:  0.0200
	Avg Segment Hops:  2.1800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1055
	F1 Score:  0.1903
GT-Edge Overlap Metrics
	Recall:  0.1817
	Precision:  0.2217
	F1 Score:  0.1913
Node-Set Overlap Metrics
	Recall:  0.6158
	Precision:  0.7425
	F1 Score:  0.6581
Path Edit Distance Metrics:
	Overall Average:  2.3000
		3-Hop:  2.5873
		2-Hop:  1.8108
Relation-Set Overlap Metrics
	Recall:  0.3700
	Precision:  0.4550
	F1 Score:  0.3953
Relation Edit Distance Metrics:
	Overall Average:  2.0700
		3-Hop:  2.3492
		2-Hop:  1.5946

Score for iteration 900
Answer Metrics
	Hits@1:  0.6400
	Hits@3:  0.9700
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.7867
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5873
		MRR:  0.7434
	2-Hop
		Hits@1:  0.7297
		MRR:  0.8604
Valid Action Count at Each Step
	Overall Average:  6.0954
		Step 1:  5.4200
		Step 2:  6.3784
		Step 3:  6.4877
Entropy Metrics
	Question Entropy:  1.2704
	Path Entropy:  3.8111
		Step 1:  1.6154
		Step 2:  1.5862
		Step 3:  0.6095
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1867
	Restart Rate:  0.0000
	No-Op Rate:  0.1867
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.4100
	Redundancy:  0.0300
	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:  0.2117
	Precision:  0.2250
	F1 Score:  0.2103
Node-Set Overlap Metrics
	Recall:  0.6342
	Precision:  0.7350
	F1 Score:  0.6670
Path Edit Distance Metrics:
	Overall Average:  2.3500
		3-Hop:  2.5873
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4100
	Precision:  0.4217
	F1 Score:  0.4017
Relation Edit Distance Metrics:
	Overall Average:  2.1400
		3-Hop:  2.3810
		2-Hop:  1.7297

Score for iteration 1000
Answer Metrics
	Hits@1:  0.6800
	Hits@3:  0.9300
	Hits@5:  0.9800
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8104
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6190
		MRR:  0.7700
	2-Hop
		Hits@1:  0.7838
		MRR:  0.8793
Valid Action Count at Each Step
	Overall Average:  6.0837
		Step 1:  5.4200
		Step 2:  6.3863
		Step 3:  6.4449
Entropy Metrics
	Question Entropy:  1.2289
	Path Entropy:  3.6868
		Step 1:  1.5862
		Step 2:  1.5761
		Step 3:  0.5245
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0717
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0367
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1096
	F1 Score:  0.1969
GT-Edge Overlap Metrics
	Recall:  0.1967
	Precision:  0.2233
	F1 Score:  0.2010
Node-Set Overlap Metrics
	Recall:  0.6383
	Precision:  0.7192
	F1 Score:  0.6621
Path Edit Distance Metrics:
	Overall Average:  2.3500
		3-Hop:  2.5873
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.3883
	Precision:  0.4267
	F1 Score:  0.3920
Relation Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.3492
		2-Hop:  1.7027

Score for iteration 1100
Answer Metrics
	Hits@1:  0.6600
	Hits@3:  0.9600
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8123
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.5714
		MRR:  0.7603
	2-Hop
		Hits@1:  0.8108
		MRR:  0.9009
Valid Action Count at Each Step
	Overall Average:  6.0789
		Step 1:  5.4200
		Step 2:  6.3598
		Step 3:  6.4570
Entropy Metrics
	Question Entropy:  1.2572
	Path Entropy:  3.7716
		Step 1:  1.5631
		Step 2:  1.6116
		Step 3:  0.5969
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1933
	Restart Rate:  0.0000
	No-Op Rate:  0.1933
	Cycle Rate:  0.0950
	Backtrack Rate:  0.0000
	Unique Edges:  2.3900
	Redundancy:  0.0300
	Avg Segment Hops:  2.4200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1072
	F1 Score:  0.1930
GT-Edge Overlap Metrics
	Recall:  0.2183
	Precision:  0.2467
	F1 Score:  0.2230
Node-Set Overlap Metrics
	Recall:  0.6225
	Precision:  0.7133
	F1 Score:  0.6495
Path Edit Distance Metrics:
	Overall Average:  2.3000
		3-Hop:  2.5079
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.3933
	Precision:  0.4567
	F1 Score:  0.4030
Relation Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.1587
		2-Hop:  1.7297

Score for iteration 1200
Answer Metrics
	Hits@1:  0.7400
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8545
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6825
		MRR:  0.8220
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9099
Valid Action Count at Each Step
	Overall Average:  6.1214
		Step 1:  5.4200
		Step 2:  6.4168
		Step 3:  6.5274
Entropy Metrics
	Question Entropy:  1.2671
	Path Entropy:  3.8012
		Step 1:  1.5871
		Step 2:  1.6375
		Step 3:  0.5766
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1567
	Restart Rate:  0.0000
	No-Op Rate:  0.1567
	Cycle Rate:  0.0400
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0233
	Avg Segment Hops:  2.5300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1098
	F1 Score:  0.1974
GT-Edge Overlap Metrics
	Recall:  0.2250
	Precision:  0.2417
	F1 Score:  0.2237
Node-Set Overlap Metrics
	Recall:  0.6692
	Precision:  0.7192
	F1 Score:  0.6790
Path Edit Distance Metrics:
	Overall Average:  2.2900
		3-Hop:  2.4286
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4217
	Precision:  0.4183
	F1 Score:  0.4057
Relation Edit Distance Metrics:
	Overall Average:  2.0500
		3-Hop:  2.1905
		2-Hop:  1.8108

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:  0.8833
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7302
		MRR:  0.8545
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1207
		Step 1:  5.4200
		Step 2:  6.4298
		Step 3:  6.5122
Entropy Metrics
	Question Entropy:  1.2162
	Path Entropy:  3.6485
		Step 1:  1.5630
		Step 2:  1.5941
		Step 3:  0.4914
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1667
	Restart Rate:  0.0000
	No-Op Rate:  0.1667
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.4800
	Redundancy:  0.0267
	Avg Segment Hops:  2.5000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1099
	F1 Score:  0.1975
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2650
	F1 Score:  0.2457
Node-Set Overlap Metrics
	Recall:  0.6800
	Precision:  0.7383
	F1 Score:  0.6941
Path Edit Distance Metrics:
	Overall Average:  2.2400
		3-Hop:  2.3810
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.3983
	Precision:  0.4300
	F1 Score:  0.3993
Relation Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.0952
		2-Hop:  1.8378

Score for iteration 1400
Answer Metrics
	Hits@1:  0.7100
	Hits@3:  0.9600
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8363
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6508
		MRR:  0.8005
	2-Hop
		Hits@1:  0.8108
		MRR:  0.8973
Valid Action Count at Each Step
	Overall Average:  6.1451
		Step 1:  5.4200
		Step 2:  6.4588
		Step 3:  6.5565
Entropy Metrics
	Question Entropy:  1.1867
	Path Entropy:  3.5602
		Step 1:  1.5638
		Step 2:  1.5932
		Step 3:  0.4032
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0600
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0267
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1148
	F1 Score:  0.2052
GT-Edge Overlap Metrics
	Recall:  0.2233
	Precision:  0.2483
	F1 Score:  0.2243
Node-Set Overlap Metrics
	Recall:  0.6742
	Precision:  0.7433
	F1 Score:  0.6915
Path Edit Distance Metrics:
	Overall Average:  2.3600
		3-Hop:  2.5079
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4300
	Precision:  0.4467
	F1 Score:  0.4213
Relation Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.2222
		2-Hop:  1.8378

Score for iteration 1500
Answer Metrics
	Hits@1:  0.7500
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8675
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.6984
		MRR:  0.8373
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9189
Valid Action Count at Each Step
	Overall Average:  6.1347
		Step 1:  5.4200
		Step 2:  6.4661
		Step 3:  6.5181
Entropy Metrics
	Question Entropy:  1.1359
	Path Entropy:  3.4078
		Step 1:  1.5244
		Step 2:  1.5296
		Step 3:  0.3538
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1933
	Restart Rate:  0.0000
	No-Op Rate:  0.1933
	Cycle Rate:  0.0500
	Backtrack Rate:  0.0000
	Unique Edges:  2.3900
	Redundancy:  0.0300
	Avg Segment Hops:  2.4200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1103
	F1 Score:  0.1982
GT-Edge Overlap Metrics
	Recall:  0.2350
	Precision:  0.2733
	F1 Score:  0.2430
Node-Set Overlap Metrics
	Recall:  0.6608
	Precision:  0.7375
	F1 Score:  0.6831
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.3810
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.3900
	Precision:  0.4683
	F1 Score:  0.4110
Relation Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  2.0317
		2-Hop:  1.7838

Score for iteration 1600
Answer Metrics
	Hits@1:  0.7900
	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:  0.7619
		MRR:  0.8730
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9144
Valid Action Count at Each Step
	Overall Average:  6.1274
		Step 1:  5.4200
		Step 2:  6.4450
		Step 3:  6.5173
Entropy Metrics
	Question Entropy:  1.1360
	Path Entropy:  3.4080
		Step 1:  1.5248
		Step 2:  1.5290
		Step 3:  0.3542
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:  2.6200
	Redundancy:  0.0000
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1129
	F1 Score:  0.2020
GT-Edge Overlap Metrics
	Recall:  0.2367
	Precision:  0.2583
	F1 Score:  0.2363
Node-Set Overlap Metrics
	Recall:  0.6858
	Precision:  0.7242
	F1 Score:  0.6949
Path Edit Distance Metrics:
	Overall Average:  2.3000
		3-Hop:  2.3968
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4417
	Precision:  0.4650
	F1 Score:  0.4383
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0159
		2-Hop:  1.9189

Score for iteration 1700
Answer Metrics
	Hits@1:  0.7500
	Hits@3:  0.9700
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8551
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7143
		MRR:  0.8356
	2-Hop
		Hits@1:  0.8108
		MRR:  0.8883
Valid Action Count at Each Step
	Overall Average:  6.1436
		Step 1:  5.4200
		Step 2:  6.4676
		Step 3:  6.5432
Entropy Metrics
	Question Entropy:  1.1656
	Path Entropy:  3.4967
		Step 1:  1.5543
		Step 2:  1.5552
		Step 3:  0.3872
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:  2.5200
	Redundancy:  0.0200
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1142
	F1 Score:  0.2042
GT-Edge Overlap Metrics
	Recall:  0.1900
	Precision:  0.2050
	F1 Score:  0.1893
Node-Set Overlap Metrics
	Recall:  0.6567
	Precision:  0.7167
	F1 Score:  0.6740
Path Edit Distance Metrics:
	Overall Average:  2.4100
		3-Hop:  2.5238
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.4133
	Precision:  0.4267
	F1 Score:  0.4033
Relation Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2698
		2-Hop:  1.9730

Score for iteration 1800
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  0.9700
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8832
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8616
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9198
Valid Action Count at Each Step
	Overall Average:  6.1358
		Step 1:  5.4200
		Step 2:  6.4469
		Step 3:  6.5406
Entropy Metrics
	Question Entropy:  1.1606
	Path Entropy:  3.4818
		Step 1:  1.5454
		Step 2:  1.5602
		Step 3:  0.3762
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0483
	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:  0.1127
	F1 Score:  0.2019
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2667
	F1 Score:  0.2473
Node-Set Overlap Metrics
	Recall:  0.6867
	Precision:  0.7292
	F1 Score:  0.6990
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.4286
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4483
	Precision:  0.4567
	F1 Score:  0.4403
Relation Edit Distance Metrics:
	Overall Average:  2.0100
		3-Hop:  2.1587
		2-Hop:  1.7568

Score for iteration 1900
Answer Metrics
	Hits@1:  0.7800
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8803
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7460
		MRR:  0.8624
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9108
Valid Action Count at Each Step
	Overall Average:  6.1380
		Step 1:  5.4200
		Step 2:  6.4872
		Step 3:  6.5067
Entropy Metrics
	Question Entropy:  1.1191
	Path Entropy:  3.3572
		Step 1:  1.5411
		Step 2:  1.5239
		Step 3:  0.2921
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0517
	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:  0.1099
	F1 Score:  0.1976
GT-Edge Overlap Metrics
	Recall:  0.2483
	Precision:  0.2683
	F1 Score:  0.2493
Node-Set Overlap Metrics
	Recall:  0.6783
	Precision:  0.7308
	F1 Score:  0.6937
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.4127
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4333
	Precision:  0.4583
	F1 Score:  0.4280
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0952
		2-Hop:  1.7838

Score for iteration 2000
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  0.9900
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8677
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1388
		Step 1:  5.4200
		Step 2:  6.4669
		Step 3:  6.5294
Entropy Metrics
	Question Entropy:  1.1362
	Path Entropy:  3.4085
		Step 1:  1.5520
		Step 2:  1.5522
		Step 3:  0.3043
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1867
	Restart Rate:  0.0000
	No-Op Rate:  0.1867
	Cycle Rate:  0.0683
	Backtrack Rate:  0.0000
	Unique Edges:  2.4000
	Redundancy:  0.0133
	Avg Segment Hops:  2.4400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1128
	F1 Score:  0.2022
GT-Edge Overlap Metrics
	Recall:  0.2700
	Precision:  0.3083
	F1 Score:  0.2800
Node-Set Overlap Metrics
	Recall:  0.6825
	Precision:  0.7667
	F1 Score:  0.7133
Path Edit Distance Metrics:
	Overall Average:  2.1700
		3-Hop:  2.3333
		2-Hop:  1.8919
Relation-Set Overlap Metrics
	Recall:  0.4450
	Precision:  0.4983
	F1 Score:  0.4553
Relation Edit Distance Metrics:
	Overall Average:  1.8600
		3-Hop:  2.0000
		2-Hop:  1.6216

Score for iteration 2100
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8917
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8730
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9234
Valid Action Count at Each Step
	Overall Average:  6.1384
		Step 1:  5.4200
		Step 2:  6.4738
		Step 3:  6.5215
Entropy Metrics
	Question Entropy:  1.0975
	Path Entropy:  3.2925
		Step 1:  1.4984
		Step 2:  1.5108
		Step 3:  0.2833
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1100
	Restart Rate:  0.0000
	No-Op Rate:  0.1100
	Cycle Rate:  0.0617
	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:  0.1124
	F1 Score:  0.2014
GT-Edge Overlap Metrics
	Recall:  0.2233
	Precision:  0.2333
	F1 Score:  0.2207
Node-Set Overlap Metrics
	Recall:  0.6742
	Precision:  0.7033
	F1 Score:  0.6791
Path Edit Distance Metrics:
	Overall Average:  2.3300
		3-Hop:  2.4127
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.4100
	Precision:  0.4217
	F1 Score:  0.4003
Relation Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.2063
		2-Hop:  1.9459

Score for iteration 2200
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8883
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8690
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9212
Valid Action Count at Each Step
	Overall Average:  6.1397
		Step 1:  5.4200
		Step 2:  6.4855
		Step 3:  6.5137
Entropy Metrics
	Question Entropy:  1.0872
	Path Entropy:  3.2616
		Step 1:  1.5033
		Step 2:  1.4848
		Step 3:  0.2736
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0383
	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:  0.1118
	F1 Score:  0.2006
GT-Edge Overlap Metrics
	Recall:  0.2717
	Precision:  0.2850
	F1 Score:  0.2700
Node-Set Overlap Metrics
	Recall:  0.6992
	Precision:  0.7292
	F1 Score:  0.7055
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.3016
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4550
	Precision:  0.4633
	F1 Score:  0.4470
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  2.0476
		2-Hop:  1.7838

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:  0.8900
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8757
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9144
Valid Action Count at Each Step
	Overall Average:  6.1361
		Step 1:  5.4200
		Step 2:  6.4590
		Step 3:  6.5293
Entropy Metrics
	Question Entropy:  1.0858
	Path Entropy:  3.2573
		Step 1:  1.4975
		Step 2:  1.4854
		Step 3:  0.2744
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0483
	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:  0.1134
	F1 Score:  0.2028
GT-Edge Overlap Metrics
	Recall:  0.2417
	Precision:  0.2667
	F1 Score:  0.2467
Node-Set Overlap Metrics
	Recall:  0.6725
	Precision:  0.7225
	F1 Score:  0.6880
Path Edit Distance Metrics:
	Overall Average:  2.2300
		3-Hop:  2.3968
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.3967
	Precision:  0.4400
	F1 Score:  0.4070
Relation Edit Distance Metrics:
	Overall Average:  2.0000
		3-Hop:  2.1270
		2-Hop:  1.7838

Score for iteration 2400
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8917
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7619
		MRR:  0.8677
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1317
		Step 1:  5.4200
		Step 2:  6.5031
		Step 3:  6.4721
Entropy Metrics
	Question Entropy:  1.0790
	Path Entropy:  3.2369
		Step 1:  1.5211
		Step 2:  1.4942
		Step 3:  0.2216
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0550
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0000
	Avg Segment Hops:  2.5200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1078
	F1 Score:  0.1941
GT-Edge Overlap Metrics
	Recall:  0.2333
	Precision:  0.2583
	F1 Score:  0.2380
Node-Set Overlap Metrics
	Recall:  0.6725
	Precision:  0.7258
	F1 Score:  0.6902
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.3810
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4000
	Precision:  0.4317
	F1 Score:  0.4027
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.1429
		2-Hop:  1.8378

Score for iteration 2500
Answer Metrics
	Hits@1:  0.7900
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8917
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7460
		MRR:  0.8677
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1472
		Step 1:  5.4200
		Step 2:  6.4683
		Step 3:  6.5533
Entropy Metrics
	Question Entropy:  1.1002
	Path Entropy:  3.3006
		Step 1:  1.5239
		Step 2:  1.5113
		Step 3:  0.2654
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.0550
	Backtrack Rate:  0.0000
	Unique Edges:  2.5900
	Redundancy:  0.0033
	Avg Segment Hops:  2.6000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1150
	F1 Score:  0.2054
GT-Edge Overlap Metrics
	Recall:  0.2383
	Precision:  0.2483
	F1 Score:  0.2347
Node-Set Overlap Metrics
	Recall:  0.6900
	Precision:  0.7258
	F1 Score:  0.6970
Path Edit Distance Metrics:
	Overall Average:  2.3200
		3-Hop:  2.4603
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4200
	Precision:  0.4400
	F1 Score:  0.4183
Relation Edit Distance Metrics:
	Overall Average:  2.0400
		3-Hop:  2.1587
		2-Hop:  1.8378

Score for iteration 2600
Answer Metrics
	Hits@1:  0.8100
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8987
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7778
		MRR:  0.8788
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1465
		Step 1:  5.4200
		Step 2:  6.5195
		Step 3:  6.5001
Entropy Metrics
	Question Entropy:  1.0504
	Path Entropy:  3.1513
		Step 1:  1.4985
		Step 2:  1.4604
		Step 3:  0.1923
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:  2.4900
	Redundancy:  0.0067
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1104
	F1 Score:  0.1983
GT-Edge Overlap Metrics
	Recall:  0.2583
	Precision:  0.2717
	F1 Score:  0.2583
Node-Set Overlap Metrics
	Recall:  0.6867
	Precision:  0.7417
	F1 Score:  0.7043
Path Edit Distance Metrics:
	Overall Average:  2.2300
		3-Hop:  2.4127
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.4533
	Precision:  0.4583
	F1 Score:  0.4443
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  2.1429
		2-Hop:  1.6216

Score for iteration 2700
Answer Metrics
	Hits@1:  0.8100
	Hits@3:  0.9800
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8906
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7778
		MRR:  0.8726
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9212
Valid Action Count at Each Step
	Overall Average:  6.1205
		Step 1:  5.4200
		Step 2:  6.4701
		Step 3:  6.4715
Entropy Metrics
	Question Entropy:  1.0612
	Path Entropy:  3.1836
		Step 1:  1.5034
		Step 2:  1.4587
		Step 3:  0.2215
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1767
	Restart Rate:  0.0000
	No-Op Rate:  0.1767
	Cycle Rate:  0.0617
	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:  0.1127
	F1 Score:  0.2017
GT-Edge Overlap Metrics
	Recall:  0.2783
	Precision:  0.3000
	F1 Score:  0.2823
Node-Set Overlap Metrics
	Recall:  0.6942
	Precision:  0.7625
	F1 Score:  0.7182
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.3651
		2-Hop:  1.8108
Relation-Set Overlap Metrics
	Recall:  0.4450
	Precision:  0.4700
	F1 Score:  0.4427
Relation Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  2.0635
		2-Hop:  1.6216

Score for iteration 2800
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  0.9800
	Hits@5:  0.9900
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8873
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7778
		MRR:  0.8713
	2-Hop
		Hits@1:  0.8378
		MRR:  0.9144
Valid Action Count at Each Step
	Overall Average:  6.1265
		Step 1:  5.4200
		Step 2:  6.4760
		Step 3:  6.4836
Entropy Metrics
	Question Entropy:  1.0895
	Path Entropy:  3.2684
		Step 1:  1.5683
		Step 2:  1.4800
		Step 3:  0.2201
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1933
	Restart Rate:  0.0000
	No-Op Rate:  0.1933
	Cycle Rate:  0.0550
	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:  0.1124
	F1 Score:  0.2015
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2667
	F1 Score:  0.2490
Node-Set Overlap Metrics
	Recall:  0.6783
	Precision:  0.7508
	F1 Score:  0.7035
Path Edit Distance Metrics:
	Overall Average:  2.2400
		3-Hop:  2.4762
		2-Hop:  1.8378
Relation-Set Overlap Metrics
	Recall:  0.4350
	Precision:  0.4633
	F1 Score:  0.4330
Relation Edit Distance Metrics:
	Overall Average:  1.9900
		3-Hop:  2.1746
		2-Hop:  1.6757

Score for iteration 2900
Answer Metrics
	Hits@1:  0.8200
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9067
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7937
		MRR:  0.8942
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1309
		Step 1:  5.4200
		Step 2:  6.4752
		Step 3:  6.4974
Entropy Metrics
	Question Entropy:  1.0215
	Path Entropy:  3.0646
		Step 1:  1.4540
		Step 2:  1.4219
		Step 3:  0.1886
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1800
	Restart Rate:  0.0000
	No-Op Rate:  0.1800
	Cycle Rate:  0.0483
	Backtrack Rate:  0.0000
	Unique Edges:  2.4500
	Redundancy:  0.0033
	Avg Segment Hops:  2.4600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1109
	F1 Score:  0.1989
GT-Edge Overlap Metrics
	Recall:  0.2717
	Precision:  0.2917
	F1 Score:  0.2727
Node-Set Overlap Metrics
	Recall:  0.6967
	Precision:  0.7558
	F1 Score:  0.7152
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.4444
		2-Hop:  1.7838
Relation-Set Overlap Metrics
	Recall:  0.3850
	Precision:  0.4250
	F1 Score:  0.3920
Relation Edit Distance Metrics:
	Overall Average:  2.0100
		3-Hop:  2.1905
		2-Hop:  1.7027

Score for iteration 3000
Answer Metrics
	Hits@1:  0.7800
	Hits@3:  0.9800
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8783
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7302
		MRR:  0.8492
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1266
		Step 1:  5.4200
		Step 2:  6.4724
		Step 3:  6.4873
Entropy Metrics
	Question Entropy:  1.0735
	Path Entropy:  3.2205
		Step 1:  1.5137
		Step 2:  1.4257
		Step 3:  0.2812
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.2067
	Restart Rate:  0.0000
	No-Op Rate:  0.2067
	Cycle Rate:  0.0650
	Backtrack Rate:  0.0000
	Unique Edges:  2.3700
	Redundancy:  0.0033
	Avg Segment Hops:  2.3800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1144
	F1 Score:  0.2046
GT-Edge Overlap Metrics
	Recall:  0.2550
	Precision:  0.2750
	F1 Score:  0.2577
Node-Set Overlap Metrics
	Recall:  0.6708
	Precision:  0.7617
	F1 Score:  0.7020
Path Edit Distance Metrics:
	Overall Average:  2.2300
		3-Hop:  2.3810
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4033
	Precision:  0.4533
	F1 Score:  0.4113
Relation Edit Distance Metrics:
	Overall Average:  1.9900
		3-Hop:  2.0794
		2-Hop:  1.8378

Score for iteration 3100
Answer Metrics
	Hits@1:  0.8200
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9042
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7937
		MRR:  0.8902
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1225
		Step 1:  5.4200
		Step 2:  6.4896
		Step 3:  6.4580
Entropy Metrics
	Question Entropy:  1.0180
	Path Entropy:  3.0539
		Step 1:  1.4617
		Step 2:  1.3962
		Step 3:  0.1961
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1567
	Restart Rate:  0.0000
	No-Op Rate:  0.1567
	Cycle Rate:  0.0683
	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:  0.1115
	F1 Score:  0.1999
GT-Edge Overlap Metrics
	Recall:  0.2367
	Precision:  0.2567
	F1 Score:  0.2397
Node-Set Overlap Metrics
	Recall:  0.6783
	Precision:  0.7350
	F1 Score:  0.6968
Path Edit Distance Metrics:
	Overall Average:  2.2700
		3-Hop:  2.3492
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.3867
	Precision:  0.4283
	F1 Score:  0.3940
Relation Edit Distance Metrics:
	Overall Average:  2.0400
		3-Hop:  2.0794
		2-Hop:  1.9730

Score for iteration 3200
Answer Metrics
	Hits@1:  0.8500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9217
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8413
		MRR:  0.9153
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1547
		Step 1:  5.4200
		Step 2:  6.5392
		Step 3:  6.5049
Entropy Metrics
	Question Entropy:  1.0241
	Path Entropy:  3.0723
		Step 1:  1.4704
		Step 2:  1.4231
		Step 3:  0.1788
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0683
	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:  0.1112
	F1 Score:  0.1993
GT-Edge Overlap Metrics
	Recall:  0.2567
	Precision:  0.2717
	F1 Score:  0.2587
Node-Set Overlap Metrics
	Recall:  0.6958
	Precision:  0.7583
	F1 Score:  0.7182
Path Edit Distance Metrics:
	Overall Average:  2.2300
		3-Hop:  2.3968
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.3767
	Precision:  0.4200
	F1 Score:  0.3873
Relation Edit Distance Metrics:
	Overall Average:  2.0200
		3-Hop:  2.1429
		2-Hop:  1.8108

Score for iteration 3300
Answer Metrics
	Hits@1:  0.8300
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9133
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.9021
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1495
		Step 1:  5.4200
		Step 2:  6.5041
		Step 3:  6.5243
Entropy Metrics
	Question Entropy:  0.9997
	Path Entropy:  2.9990
		Step 1:  1.4727
		Step 2:  1.3702
		Step 3:  0.1561
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0650
	Backtrack Rate:  0.0000
	Unique Edges:  2.4700
	Redundancy:  0.0067
	Avg Segment Hops:  2.4900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1111
	F1 Score:  0.1993
GT-Edge Overlap Metrics
	Recall:  0.2367
	Precision:  0.2600
	F1 Score:  0.2417
Node-Set Overlap Metrics
	Recall:  0.6783
	Precision:  0.7442
	F1 Score:  0.7017
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.3968
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.3600
	Precision:  0.4183
	F1 Score:  0.3760
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.1111
		2-Hop:  1.8919

Score for iteration 3400
Answer Metrics
	Hits@1:  0.8000
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.8983
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7937
		MRR:  0.8942
	2-Hop
		Hits@1:  0.8108
		MRR:  0.9054
Valid Action Count at Each Step
	Overall Average:  6.1468
		Step 1:  5.4200
		Step 2:  6.4920
		Step 3:  6.5285
Entropy Metrics
	Question Entropy:  1.0234
	Path Entropy:  3.0703
		Step 1:  1.5064
		Step 2:  1.3831
		Step 3:  0.1808
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0450
	Backtrack Rate:  0.0000
	Unique Edges:  2.4800
	Redundancy:  0.0000
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1133
	F1 Score:  0.2025
GT-Edge Overlap Metrics
	Recall:  0.2183
	Precision:  0.2267
	F1 Score:  0.2180
Node-Set Overlap Metrics
	Recall:  0.6658
	Precision:  0.7142
	F1 Score:  0.6814
Path Edit Distance Metrics:
	Overall Average:  2.2900
		3-Hop:  2.5556
		2-Hop:  1.8378
Relation-Set Overlap Metrics
	Recall:  0.4067
	Precision:  0.4433
	F1 Score:  0.4113
Relation Edit Distance Metrics:
	Overall Average:  2.0200
		3-Hop:  2.2222
		2-Hop:  1.6757

Score for iteration 3500
Answer Metrics
	Hits@1:  0.8200
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9058
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.7937
		MRR:  0.8942
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9257
Valid Action Count at Each Step
	Overall Average:  6.1397
		Step 1:  5.4200
		Step 2:  6.4984
		Step 3:  6.5006
Entropy Metrics
	Question Entropy:  1.0022
	Path Entropy:  3.0065
		Step 1:  1.4959
		Step 2:  1.3338
		Step 3:  0.1767
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0717
	Backtrack Rate:  0.0000
	Unique Edges:  2.4700
	Redundancy:  0.0033
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1129
	F1 Score:  0.2021
GT-Edge Overlap Metrics
	Recall:  0.2567
	Precision:  0.2717
	F1 Score:  0.2593
Node-Set Overlap Metrics
	Recall:  0.6808
	Precision:  0.7525
	F1 Score:  0.7064
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.3016
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4067
	Precision:  0.4617
	F1 Score:  0.4200
Relation Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  2.0000
		2-Hop:  1.8378

Score for iteration 3600
Answer Metrics
	Hits@1:  0.8400
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9183
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.9021
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9459
Valid Action Count at Each Step
	Overall Average:  6.1383
		Step 1:  5.4200
		Step 2:  6.5002
		Step 3:  6.4948
Entropy Metrics
	Question Entropy:  0.9650
	Path Entropy:  2.8950
		Step 1:  1.4209
		Step 2:  1.3366
		Step 3:  0.1374
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0650
	Backtrack Rate:  0.0000
	Unique Edges:  2.4700
	Redundancy:  0.0067
	Avg Segment Hops:  2.4900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1066
	F1 Score:  0.1922
GT-Edge Overlap Metrics
	Recall:  0.2583
	Precision:  0.2750
	F1 Score:  0.2613
Node-Set Overlap Metrics
	Recall:  0.6933
	Precision:  0.7550
	F1 Score:  0.7160
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.3651
		2-Hop:  1.8649
Relation-Set Overlap Metrics
	Recall:  0.4000
	Precision:  0.4450
	F1 Score:  0.4097
Relation Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  2.1111
		2-Hop:  1.7027

Score for iteration 3700
Answer Metrics
	Hits@1:  0.8400
	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:  0.8254
		MRR:  0.9127
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1389
		Step 1:  5.4200
		Step 2:  6.4864
		Step 3:  6.5102
Entropy Metrics
	Question Entropy:  0.9868
	Path Entropy:  2.9605
		Step 1:  1.4926
		Step 2:  1.3480
		Step 3:  0.1199
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0617
	Backtrack Rate:  0.0000
	Unique Edges:  2.4800
	Redundancy:  0.0000
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1106
	F1 Score:  0.1984
GT-Edge Overlap Metrics
	Recall:  0.2417
	Precision:  0.2550
	F1 Score:  0.2417
Node-Set Overlap Metrics
	Recall:  0.6858
	Precision:  0.7483
	F1 Score:  0.7061
Path Edit Distance Metrics:
	Overall Average:  2.2800
		3-Hop:  2.4444
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.3900
	Precision:  0.4433
	F1 Score:  0.4013
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.1429
		2-Hop:  1.8378

Score for iteration 3800
Answer Metrics
	Hits@1:  0.8400
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9150
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8254
		MRR:  0.9074
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9279
Valid Action Count at Each Step
	Overall Average:  6.1471
		Step 1:  5.4200
		Step 2:  6.5014
		Step 3:  6.5200
Entropy Metrics
	Question Entropy:  0.9623
	Path Entropy:  2.8870
		Step 1:  1.4438
		Step 2:  1.3247
		Step 3:  0.1185
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0750
	Backtrack Rate:  0.0000
	Unique Edges:  2.4700
	Redundancy:  0.0067
	Avg Segment Hops:  2.4900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1129
	F1 Score:  0.2020
GT-Edge Overlap Metrics
	Recall:  0.1983
	Precision:  0.2117
	F1 Score:  0.2000
Node-Set Overlap Metrics
	Recall:  0.6725
	Precision:  0.7467
	F1 Score:  0.6981
Path Edit Distance Metrics:
	Overall Average:  2.4000
		3-Hop:  2.5079
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.3783
	Precision:  0.4183
	F1 Score:  0.3830
Relation Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.1746
		2-Hop:  1.9459

Score for iteration 3900
Answer Metrics
	Hits@1:  0.8400
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9183
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8254
		MRR:  0.9101
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1531
		Step 1:  5.4200
		Step 2:  6.4918
		Step 3:  6.5475
Entropy Metrics
	Question Entropy:  0.9640
	Path Entropy:  2.8920
		Step 1:  1.4445
		Step 2:  1.3218
		Step 3:  0.1257
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1567
	Restart Rate:  0.0000
	No-Op Rate:  0.1567
	Cycle Rate:  0.0750
	Backtrack Rate:  0.0000
	Unique Edges:  2.5000
	Redundancy:  0.0100
	Avg Segment Hops:  2.5300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1147
	F1 Score:  0.2047
GT-Edge Overlap Metrics
	Recall:  0.2100
	Precision:  0.2217
	F1 Score:  0.2107
Node-Set Overlap Metrics
	Recall:  0.6858
	Precision:  0.7533
	F1 Score:  0.7085
Path Edit Distance Metrics:
	Overall Average:  2.3700
		3-Hop:  2.4762
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.3833
	Precision:  0.4300
	F1 Score:  0.3923
Relation Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.1587
		2-Hop:  1.9730

Score for iteration 4000
Answer Metrics
	Hits@1:  0.8300
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9133
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.9021
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1365
		Step 1:  5.4200
		Step 2:  6.5057
		Step 3:  6.4837
Entropy Metrics
	Question Entropy:  0.9267
	Path Entropy:  2.7800
		Step 1:  1.4082
		Step 2:  1.2860
		Step 3:  0.0858
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0683
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0067
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1080
	F1 Score:  0.1943
GT-Edge Overlap Metrics
	Recall:  0.2867
	Precision:  0.3167
	F1 Score:  0.2950
Node-Set Overlap Metrics
	Recall:  0.6917
	Precision:  0.7600
	F1 Score:  0.7166
Path Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.2698
		2-Hop:  1.8378
Relation-Set Overlap Metrics
	Recall:  0.4400
	Precision:  0.4767
	F1 Score:  0.4463
Relation Edit Distance Metrics:
	Overall Average:  1.8600
		3-Hop:  1.9841
		2-Hop:  1.6486

Score for iteration 4100
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:  0.8730
		MRR:  0.9339
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9324
Valid Action Count at Each Step
	Overall Average:  6.1418
		Step 1:  5.4200
		Step 2:  6.4954
		Step 3:  6.5099
Entropy Metrics
	Question Entropy:  0.9152
	Path Entropy:  2.7457
		Step 1:  1.4085
		Step 2:  1.2333
		Step 3:  0.1039
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0717
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0067
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1096
	F1 Score:  0.1968
GT-Edge Overlap Metrics
	Recall:  0.2467
	Precision:  0.2667
	F1 Score:  0.2510
Node-Set Overlap Metrics
	Recall:  0.6967
	Precision:  0.7708
	F1 Score:  0.7233
Path Edit Distance Metrics:
	Overall Average:  2.2400
		3-Hop:  2.3492
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.3817
	Precision:  0.4400
	F1 Score:  0.3957
Relation Edit Distance Metrics:
	Overall Average:  2.0200
		3-Hop:  2.0635
		2-Hop:  1.9459

Score for iteration 4200
Answer Metrics
	Hits@1:  0.8400
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9183
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.9021
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9459
Valid Action Count at Each Step
	Overall Average:  6.1433
		Step 1:  5.4200
		Step 2:  6.5201
		Step 3:  6.4897
Entropy Metrics
	Question Entropy:  0.9245
	Path Entropy:  2.7736
		Step 1:  1.4012
		Step 2:  1.2638
		Step 3:  0.1085
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1767
	Restart Rate:  0.0000
	No-Op Rate:  0.1767
	Cycle Rate:  0.0583
	Backtrack Rate:  0.0000
	Unique Edges:  2.4500
	Redundancy:  0.0067
	Avg Segment Hops:  2.4700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1053
	F1 Score:  0.1900
GT-Edge Overlap Metrics
	Recall:  0.2617
	Precision:  0.2717
	F1 Score:  0.2613
Node-Set Overlap Metrics
	Recall:  0.6975
	Precision:  0.7608
	F1 Score:  0.7185
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.3968
		2-Hop:  1.8649
Relation-Set Overlap Metrics
	Recall:  0.4183
	Precision:  0.4617
	F1 Score:  0.4277
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  2.0794
		2-Hop:  1.7297

Score for iteration 4300
Answer Metrics
	Hits@1:  0.8500
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9233
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.9021
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9595
Valid Action Count at Each Step
	Overall Average:  6.1494
		Step 1:  5.4200
		Step 2:  6.5143
		Step 3:  6.5138
Entropy Metrics
	Question Entropy:  0.9329
	Path Entropy:  2.7986
		Step 1:  1.4102
		Step 2:  1.2884
		Step 3:  0.0999
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1667
	Restart Rate:  0.0000
	No-Op Rate:  0.1667
	Cycle Rate:  0.0550
	Backtrack Rate:  0.0000
	Unique Edges:  2.4800
	Redundancy:  0.0067
	Avg Segment Hops:  2.5000
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1091
	F1 Score:  0.1961
GT-Edge Overlap Metrics
	Recall:  0.2517
	Precision:  0.2617
	F1 Score:  0.2507
Node-Set Overlap Metrics
	Recall:  0.7175
	Precision:  0.7725
	F1 Score:  0.7346
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.4921
		2-Hop:  1.8378
Relation-Set Overlap Metrics
	Recall:  0.4267
	Precision:  0.4800
	F1 Score:  0.4380
Relation Edit Distance Metrics:
	Overall Average:  2.0100
		3-Hop:  2.1746
		2-Hop:  1.7297

Score for iteration 4400
Answer Metrics
	Hits@1:  0.8500
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9208
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8254
		MRR:  0.9061
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9459
Valid Action Count at Each Step
	Overall Average:  6.1315
		Step 1:  5.4200
		Step 2:  6.5040
		Step 3:  6.4704
Entropy Metrics
	Question Entropy:  0.8583
	Path Entropy:  2.5748
		Step 1:  1.2839
		Step 2:  1.2136
		Step 3:  0.0772
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1800
	Restart Rate:  0.0000
	No-Op Rate:  0.1800
	Cycle Rate:  0.0717
	Backtrack Rate:  0.0000
	Unique Edges:  2.4500
	Redundancy:  0.0033
	Avg Segment Hops:  2.4600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1088
	F1 Score:  0.1955
GT-Edge Overlap Metrics
	Recall:  0.2300
	Precision:  0.2533
	F1 Score:  0.2360
Node-Set Overlap Metrics
	Recall:  0.6925
	Precision:  0.7733
	F1 Score:  0.7237
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.3333
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.3783
	Precision:  0.4383
	F1 Score:  0.3950
Relation Edit Distance Metrics:
	Overall Average:  1.9900
		3-Hop:  2.0159
		2-Hop:  1.9459

Score for iteration 4500
Answer Metrics
	Hits@1:  0.8600
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9275
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8254
		MRR:  0.9087
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9595
Valid Action Count at Each Step
	Overall Average:  6.1490
		Step 1:  5.4200
		Step 2:  6.5141
		Step 3:  6.5129
Entropy Metrics
	Question Entropy:  0.9087
	Path Entropy:  2.7261
		Step 1:  1.3694
		Step 2:  1.2472
		Step 3:  0.1096
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0750
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0067
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1080
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.2100
	Precision:  0.2150
	F1 Score:  0.2073
Node-Set Overlap Metrics
	Recall:  0.6892
	Precision:  0.7575
	F1 Score:  0.7125
Path Edit Distance Metrics:
	Overall Average:  2.3600
		3-Hop:  2.5238
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.3583
	Precision:  0.3967
	F1 Score:  0.3630
Relation Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.3175
		2-Hop:  1.8108

Score for iteration 4600
Answer Metrics
	Hits@1:  0.8800
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9367
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8730
		MRR:  0.9312
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9459
Valid Action Count at Each Step
	Overall Average:  6.1443
		Step 1:  5.4200
		Step 2:  6.4880
		Step 3:  6.5248
Entropy Metrics
	Question Entropy:  0.8916
	Path Entropy:  2.6748
		Step 1:  1.3502
		Step 2:  1.2327
		Step 3:  0.0919
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:  0.1087
	F1 Score:  0.1955
GT-Edge Overlap Metrics
	Recall:  0.2217
	Precision:  0.2350
	F1 Score:  0.2233
Node-Set Overlap Metrics
	Recall:  0.7025
	Precision:  0.7617
	F1 Score:  0.7226
Path Edit Distance Metrics:
	Overall Average:  2.3300
		3-Hop:  2.4921
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.3700
	Precision:  0.4167
	F1 Score:  0.3757
Relation Edit Distance Metrics:
	Overall Average:  2.0800
		3-Hop:  2.2381
		2-Hop:  1.8108

Score for iteration 4700
Answer Metrics
	Hits@1:  0.9100
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9533
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8889
		MRR:  0.9418
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1367
		Step 1:  5.4200
		Step 2:  6.4890
		Step 3:  6.5011
Entropy Metrics
	Question Entropy:  0.8945
	Path Entropy:  2.6836
		Step 1:  1.3596
		Step 2:  1.2371
		Step 3:  0.0868
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1700
	Restart Rate:  0.0000
	No-Op Rate:  0.1700
	Cycle Rate:  0.0733
	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:  0.1082
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.2267
	Precision:  0.2433
	F1 Score:  0.2287
Node-Set Overlap Metrics
	Recall:  0.7183
	Precision:  0.7958
	F1 Score:  0.7468
Path Edit Distance Metrics:
	Overall Average:  2.3200
		3-Hop:  2.4921
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.3633
	Precision:  0.4217
	F1 Score:  0.3777
Relation Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.2698
		2-Hop:  1.8919

Score for iteration 4800
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9583
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9048
		MRR:  0.9497
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1283
		Step 1:  5.4200
		Step 2:  6.4631
		Step 3:  6.5017
Entropy Metrics
	Question Entropy:  0.8950
	Path Entropy:  2.6850
		Step 1:  1.3581
		Step 2:  1.2476
		Step 3:  0.0793
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0717
	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:  0.1101
	F1 Score:  0.1974
GT-Edge Overlap Metrics
	Recall:  0.2767
	Precision:  0.2967
	F1 Score:  0.2807
Node-Set Overlap Metrics
	Recall:  0.7408
	Precision:  0.8150
	F1 Score:  0.7693
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.4444
		2-Hop:  1.7297
Relation-Set Overlap Metrics
	Recall:  0.4017
	Precision:  0.4583
	F1 Score:  0.4157
Relation Edit Distance Metrics:
	Overall Average:  1.9700
		3-Hop:  2.1905
		2-Hop:  1.5946

Score for iteration 4900
Answer Metrics
	Hits@1:  0.8300
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9058
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8095
		MRR:  0.8955
	2-Hop
		Hits@1:  0.8649
		MRR:  0.9234
Valid Action Count at Each Step
	Overall Average:  6.1528
		Step 1:  5.4200
		Step 2:  6.5127
		Step 3:  6.5258
Entropy Metrics
	Question Entropy:  0.8921
	Path Entropy:  2.6763
		Step 1:  1.3824
		Step 2:  1.1955
		Step 3:  0.0984
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:  2.5500
	Redundancy:  0.0033
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1083
	F1 Score:  0.1947
GT-Edge Overlap Metrics
	Recall:  0.2717
	Precision:  0.2833
	F1 Score:  0.2733
Node-Set Overlap Metrics
	Recall:  0.6883
	Precision:  0.7500
	F1 Score:  0.7105
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.3968
		2-Hop:  1.8649
Relation-Set Overlap Metrics
	Recall:  0.4283
	Precision:  0.4483
	F1 Score:  0.4260
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  2.0794
		2-Hop:  1.6216

Score for iteration 5000
Answer Metrics
	Hits@1:  0.9000
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9450
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8730
		MRR:  0.9286
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1472
		Step 1:  5.4200
		Step 2:  6.5033
		Step 3:  6.5182
Entropy Metrics
	Question Entropy:  0.8653
	Path Entropy:  2.5959
		Step 1:  1.3009
		Step 2:  1.2117
		Step 3:  0.0832
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0733
	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:  0.1069
	F1 Score:  0.1925
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2550
	F1 Score:  0.2447
Node-Set Overlap Metrics
	Recall:  0.7150
	Precision:  0.7808
	F1 Score:  0.7380
Path Edit Distance Metrics:
	Overall Average:  2.2800
		3-Hop:  2.5238
		2-Hop:  1.8649
Relation-Set Overlap Metrics
	Recall:  0.3717
	Precision:  0.4133
	F1 Score:  0.3790
Relation Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.3333
		2-Hop:  1.6757

Score for iteration 5100
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:  0.9524
		MRR:  0.9709
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1260
		Step 1:  5.4200
		Step 2:  6.4833
		Step 3:  6.4748
Entropy Metrics
	Question Entropy:  0.8563
	Path Entropy:  2.5689
		Step 1:  1.2980
		Step 2:  1.1794
		Step 3:  0.0915
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1467
	Restart Rate:  0.0000
	No-Op Rate:  0.1467
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.5400
	Redundancy:  0.0067
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1053
	F1 Score:  0.1899
GT-Edge Overlap Metrics
	Recall:  0.2800
	Precision:  0.2967
	F1 Score:  0.2820
Node-Set Overlap Metrics
	Recall:  0.7392
	Precision:  0.8067
	F1 Score:  0.7632
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.2857
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4600
	F1 Score:  0.4243
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  2.0159
		2-Hop:  1.7838

Score for iteration 5200
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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9595
Valid Action Count at Each Step
	Overall Average:  6.1325
		Step 1:  5.4200
		Step 2:  6.4939
		Step 3:  6.4835
Entropy Metrics
	Question Entropy:  0.8020
	Path Entropy:  2.4060
		Step 1:  1.2088
		Step 2:  1.1167
		Step 3:  0.0805
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:  0.1071
	F1 Score:  0.1927
GT-Edge Overlap Metrics
	Recall:  0.2767
	Precision:  0.2933
	F1 Score:  0.2793
Node-Set Overlap Metrics
	Recall:  0.7417
	Precision:  0.8158
	F1 Score:  0.7679
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2063
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4117
	Precision:  0.4617
	F1 Score:  0.4227
Relation Edit Distance Metrics:
	Overall Average:  1.9400
		3-Hop:  1.9683
		2-Hop:  1.8919

Score for iteration 5300
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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1443
		Step 1:  5.4200
		Step 2:  6.5075
		Step 3:  6.5055
Entropy Metrics
	Question Entropy:  0.7929
	Path Entropy:  2.3786
		Step 1:  1.1980
		Step 2:  1.1238
		Step 3:  0.0568
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0817
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0067
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1049
	F1 Score:  0.1892
GT-Edge Overlap Metrics
	Recall:  0.2583
	Precision:  0.2733
	F1 Score:  0.2593
Node-Set Overlap Metrics
	Recall:  0.7367
	Precision:  0.8000
	F1 Score:  0.7593
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.3651
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.3967
	Precision:  0.4383
	F1 Score:  0.4040
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.0952
		2-Hop:  1.9189

Score for iteration 5400
Answer Metrics
	Hits@1:  0.9100
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9533
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8730
		MRR:  0.9339
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1460
		Step 1:  5.4200
		Step 2:  6.5098
		Step 3:  6.5082
Entropy Metrics
	Question Entropy:  0.7878
	Path Entropy:  2.3634
		Step 1:  1.2180
		Step 2:  1.0651
		Step 3:  0.0803
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:  2.6000
	Redundancy:  0.0067
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1068
	F1 Score:  0.1924
GT-Edge Overlap Metrics
	Recall:  0.2500
	Precision:  0.2600
	F1 Score:  0.2507
Node-Set Overlap Metrics
	Recall:  0.7092
	Precision:  0.7608
	F1 Score:  0.7270
Path Edit Distance Metrics:
	Overall Average:  2.2400
		3-Hop:  2.3333
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4100
	Precision:  0.4317
	F1 Score:  0.4043
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.1587
		2-Hop:  1.8108

Score for iteration 5500
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:  6.1333
		Step 1:  5.4200
		Step 2:  6.4969
		Step 3:  6.4830
Entropy Metrics
	Question Entropy:  0.7792
	Path Entropy:  2.3376
		Step 1:  1.1768
		Step 2:  1.1108
		Step 3:  0.0500
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1533
	Restart Rate:  0.0000
	No-Op Rate:  0.1533
	Cycle Rate:  0.0650
	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:  0.1063
	F1 Score:  0.1914
GT-Edge Overlap Metrics
	Recall:  0.2817
	Precision:  0.2967
	F1 Score:  0.2827
Node-Set Overlap Metrics
	Recall:  0.7483
	Precision:  0.8133
	F1 Score:  0.7710
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.3016
		2-Hop:  1.9189
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4850
	F1 Score:  0.4310
Relation Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  2.0000
		2-Hop:  1.7838

Score for iteration 5600
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9558
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9563
	2-Hop
		Hits@1:  0.9189
		MRR:  0.9550
Valid Action Count at Each Step
	Overall Average:  6.1572
		Step 1:  5.4200
		Step 2:  6.5220
		Step 3:  6.5297
Entropy Metrics
	Question Entropy:  0.7781
	Path Entropy:  2.3343
		Step 1:  1.1814
		Step 2:  1.0714
		Step 3:  0.0815
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0700
	Backtrack Rate:  0.0000
	Unique Edges:  2.4500
	Redundancy:  0.0100
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1058
	F1 Score:  0.1907
GT-Edge Overlap Metrics
	Recall:  0.2450
	Precision:  0.2817
	F1 Score:  0.2573
Node-Set Overlap Metrics
	Recall:  0.7100
	Precision:  0.7958
	F1 Score:  0.7435
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2857
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4000
	Precision:  0.4617
	F1 Score:  0.4140
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  2.0000
		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:  0.9733
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9683
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9820
Valid Action Count at Each Step
	Overall Average:  6.1392
		Step 1:  5.4200
		Step 2:  6.5028
		Step 3:  6.4947
Entropy Metrics
	Question Entropy:  0.7482
	Path Entropy:  2.2445
		Step 1:  1.1105
		Step 2:  1.0387
		Step 3:  0.0953
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:  2.6000
	Redundancy:  0.0067
	Avg Segment Hops:  2.6200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1105
	F1 Score:  0.1980
GT-Edge Overlap Metrics
	Recall:  0.2950
	Precision:  0.3067
	F1 Score:  0.2953
Node-Set Overlap Metrics
	Recall:  0.7450
	Precision:  0.7950
	F1 Score:  0.7615
Path Edit Distance Metrics:
	Overall Average:  2.1400
		3-Hop:  2.2381
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4533
	Precision:  0.4683
	F1 Score:  0.4470
Relation Edit Distance Metrics:
	Overall Average:  1.8700
		3-Hop:  1.9683
		2-Hop:  1.7027

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:  0.9767
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9709
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1304
		Step 1:  5.4200
		Step 2:  6.4833
		Step 3:  6.4879
Entropy Metrics
	Question Entropy:  0.7415
	Path Entropy:  2.2245
		Step 1:  1.1258
		Step 2:  1.0580
		Step 3:  0.0407
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0883
	Backtrack Rate:  0.0000
	Unique Edges:  2.5500
	Redundancy:  0.0133
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1054
	F1 Score:  0.1900
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2817
	F1 Score:  0.2687
Node-Set Overlap Metrics
	Recall:  0.7467
	Precision:  0.8167
	F1 Score:  0.7716
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2698
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4233
	Precision:  0.4750
	F1 Score:  0.4357
Relation Edit Distance Metrics:
	Overall Average:  1.9600
		3-Hop:  1.9683
		2-Hop:  1.9459

Score for iteration 5900
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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1311
		Step 1:  5.4200
		Step 2:  6.4889
		Step 3:  6.4844
Entropy Metrics
	Question Entropy:  0.7288
	Path Entropy:  2.1865
		Step 1:  1.1092
		Step 2:  1.0457
		Step 3:  0.0317
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0850
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0067
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1057
	F1 Score:  0.1905
GT-Edge Overlap Metrics
	Recall:  0.2817
	Precision:  0.3083
	F1 Score:  0.2880
Node-Set Overlap Metrics
	Recall:  0.7433
	Precision:  0.8283
	F1 Score:  0.7764
Path Edit Distance Metrics:
	Overall Average:  2.1500
		3-Hop:  2.2063
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4183
	Precision:  0.4800
	F1 Score:  0.4307
Relation Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  1.9365
		2-Hop:  1.8919

Score for iteration 6000
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:  0.9365
		MRR:  0.9656
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1299
		Step 1:  5.4200
		Step 2:  6.4896
		Step 3:  6.4801
Entropy Metrics
	Question Entropy:  0.7416
	Path Entropy:  2.2247
		Step 1:  1.1264
		Step 2:  1.0512
		Step 3:  0.0471
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1733
	Restart Rate:  0.0000
	No-Op Rate:  0.1733
	Cycle Rate:  0.0467
	Backtrack Rate:  0.0000
	Unique Edges:  2.4600
	Redundancy:  0.0067
	Avg Segment Hops:  2.4800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1078
	F1 Score:  0.1938
GT-Edge Overlap Metrics
	Recall:  0.3017
	Precision:  0.3283
	F1 Score:  0.3087
Node-Set Overlap Metrics
	Recall:  0.7467
	Precision:  0.8142
	F1 Score:  0.7709
Path Edit Distance Metrics:
	Overall Average:  2.0600
		3-Hop:  2.2063
		2-Hop:  1.8108
Relation-Set Overlap Metrics
	Recall:  0.4283
	Precision:  0.5083
	F1 Score:  0.4503
Relation Edit Distance Metrics:
	Overall Average:  1.8100
		3-Hop:  1.9048
		2-Hop:  1.6486

Score for iteration 6100
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:  0.9683
		MRR:  0.9815
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1158
		Step 1:  5.4200
		Step 2:  6.4640
		Step 3:  6.4633
Entropy Metrics
	Question Entropy:  0.7345
	Path Entropy:  2.2035
		Step 1:  1.1104
		Step 2:  1.0468
		Step 3:  0.0463
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.5200
	Redundancy:  0.0100
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1068
	F1 Score:  0.1923
GT-Edge Overlap Metrics
	Recall:  0.2800
	Precision:  0.3017
	F1 Score:  0.2853
Node-Set Overlap Metrics
	Recall:  0.7400
	Precision:  0.8142
	F1 Score:  0.7672
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2381
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4100
	Precision:  0.4533
	F1 Score:  0.4197
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9524
		2-Hop:  1.8919

Score for iteration 6200
Answer Metrics
	Hits@1:  0.8600
	Hits@3:  0.9700
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9153
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8413
		MRR:  0.9026
	2-Hop
		Hits@1:  0.8919
		MRR:  0.9369
Valid Action Count at Each Step
	Overall Average:  6.1507
		Step 1:  5.4200
		Step 2:  6.5156
		Step 3:  6.5166
Entropy Metrics
	Question Entropy:  0.7641
	Path Entropy:  2.2923
		Step 1:  1.1816
		Step 2:  1.0206
		Step 3:  0.0901
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:  2.5700
	Redundancy:  0.0067
	Avg Segment Hops:  2.5900
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1096
	F1 Score:  0.1967
GT-Edge Overlap Metrics
	Recall:  0.2850
	Precision:  0.2983
	F1 Score:  0.2853
Node-Set Overlap Metrics
	Recall:  0.7192
	Precision:  0.7658
	F1 Score:  0.7340
Path Edit Distance Metrics:
	Overall Average:  2.1100
		3-Hop:  2.1905
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4733
	Precision:  0.4833
	F1 Score:  0.4630
Relation Edit Distance Metrics:
	Overall Average:  1.8100
		3-Hop:  1.8413
		2-Hop:  1.7568

Score for iteration 6300
Answer Metrics
	Hits@1:  0.9300
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9625
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9563
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1329
		Step 1:  5.4200
		Step 2:  6.4833
		Step 3:  6.4953
Entropy Metrics
	Question Entropy:  0.7483
	Path Entropy:  2.2450
		Step 1:  1.1273
		Step 2:  1.0810
		Step 3:  0.0367
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1167
	Restart Rate:  0.0000
	No-Op Rate:  0.1167
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.6400
	Redundancy:  0.0033
	Avg Segment Hops:  2.6500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1087
	F1 Score:  0.1952
GT-Edge Overlap Metrics
	Recall:  0.2617
	Precision:  0.2633
	F1 Score:  0.2580
Node-Set Overlap Metrics
	Recall:  0.7317
	Precision:  0.7692
	F1 Score:  0.7405
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2540
		2-Hop:  2.1622
Relation-Set Overlap Metrics
	Recall:  0.4417
	Precision:  0.4533
	F1 Score:  0.4323
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  1.9841
		2-Hop:  1.8919

Score for iteration 6400
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:  6.1405
		Step 1:  5.4200
		Step 2:  6.4864
		Step 3:  6.5150
Entropy Metrics
	Question Entropy:  0.7272
	Path Entropy:  2.1815
		Step 1:  1.1280
		Step 2:  1.0197
		Step 3:  0.0337
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0800
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0100
	Avg Segment Hops:  2.6400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1069
	F1 Score:  0.1924
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2783
	F1 Score:  0.2673
Node-Set Overlap Metrics
	Recall:  0.7450
	Precision:  0.7967
	F1 Score:  0.7611
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2698
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4333
	Precision:  0.4517
	F1 Score:  0.4287
Relation Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  1.9524
		2-Hop:  1.8649

Score for iteration 6500
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:  0.9683
		MRR:  0.9815
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1296
		Step 1:  5.4200
		Step 2:  6.4840
		Step 3:  6.4848
Entropy Metrics
	Question Entropy:  0.7389
	Path Entropy:  2.2166
		Step 1:  1.1246
		Step 2:  1.0268
		Step 3:  0.0652
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0917
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0100
	Avg Segment Hops:  2.6400
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1083
	F1 Score:  0.1946
GT-Edge Overlap Metrics
	Recall:  0.2650
	Precision:  0.2783
	F1 Score:  0.2660
Node-Set Overlap Metrics
	Recall:  0.7442
	Precision:  0.8033
	F1 Score:  0.7641
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.1905
		2-Hop:  2.2703
Relation-Set Overlap Metrics
	Recall:  0.4250
	Precision:  0.4533
	F1 Score:  0.4230
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.8571
		2-Hop:  2.0000

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:  6.1352
		Step 1:  5.4200
		Step 2:  6.4986
		Step 3:  6.4869
Entropy Metrics
	Question Entropy:  0.7255
	Path Entropy:  2.1766
		Step 1:  1.1235
		Step 2:  1.0245
		Step 3:  0.0286
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1100
	Restart Rate:  0.0000
	No-Op Rate:  0.1100
	Cycle Rate:  0.0900
	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:  0.1072
	F1 Score:  0.1928
GT-Edge Overlap Metrics
	Recall:  0.2733
	Precision:  0.2817
	F1 Score:  0.2720
Node-Set Overlap Metrics
	Recall:  0.7500
	Precision:  0.8033
	F1 Score:  0.7672
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2698
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4383
	Precision:  0.4583
	F1 Score:  0.4343
Relation Edit Distance Metrics:
	Overall Average:  1.8900
		3-Hop:  1.9048
		2-Hop:  1.8649

Score for iteration 6700
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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1141
		Step 1:  5.4200
		Step 2:  6.4804
		Step 3:  6.4418
Entropy Metrics
	Question Entropy:  0.6964
	Path Entropy:  2.0891
		Step 1:  1.0845
		Step 2:  0.9771
		Step 3:  0.0275
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:  2.5600
	Redundancy:  0.0033
	Avg Segment Hops:  2.5700
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1048
	F1 Score:  0.1891
GT-Edge Overlap Metrics
	Recall:  0.2633
	Precision:  0.2733
	F1 Score:  0.2633
Node-Set Overlap Metrics
	Recall:  0.7350
	Precision:  0.7925
	F1 Score:  0.7545
Path Edit Distance Metrics:
	Overall Average:  2.1900
		3-Hop:  2.2698
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.3867
	Precision:  0.4183
	F1 Score:  0.3890
Relation Edit Distance Metrics:
	Overall Average:  2.0200
		3-Hop:  2.0635
		2-Hop:  1.9459

Score for iteration 6800
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:  0.9365
		MRR:  0.9683
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9820
Valid Action Count at Each Step
	Overall Average:  6.1413
		Step 1:  5.4200
		Step 2:  6.5039
		Step 3:  6.5001
Entropy Metrics
	Question Entropy:  0.7256
	Path Entropy:  2.1769
		Step 1:  1.1106
		Step 2:  1.0265
		Step 3:  0.0398
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0833
	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:  0.1935
GT-Edge Overlap Metrics
	Recall:  0.2617
	Precision:  0.2817
	F1 Score:  0.2667
Node-Set Overlap Metrics
	Recall:  0.7350
	Precision:  0.7933
	F1 Score:  0.7561
Path Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.3016
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.3950
	Precision:  0.4467
	F1 Score:  0.4087
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  1.9683
		2-Hop:  1.9189

Score for iteration 6900
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:  6.1106
		Step 1:  5.4200
		Step 2:  6.4700
		Step 3:  6.4419
Entropy Metrics
	Question Entropy:  0.7014
	Path Entropy:  2.1043
		Step 1:  1.0924
		Step 2:  0.9773
		Step 3:  0.0346
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0733
	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:  0.1080
	F1 Score:  0.1940
GT-Edge Overlap Metrics
	Recall:  0.2967
	Precision:  0.3050
	F1 Score:  0.2960
Node-Set Overlap Metrics
	Recall:  0.7483
	Precision:  0.7950
	F1 Score:  0.7634
Path Edit Distance Metrics:
	Overall Average:  2.1400
		3-Hop:  2.2540
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4467
	Precision:  0.4733
	F1 Score:  0.4470
Relation Edit Distance Metrics:
	Overall Average:  1.8600
		3-Hop:  1.9365
		2-Hop:  1.7297

Score for iteration 7000
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:  6.1120
		Step 1:  5.4200
		Step 2:  6.4712
		Step 3:  6.4449
Entropy Metrics
	Question Entropy:  0.6948
	Path Entropy:  2.0844
		Step 1:  1.0822
		Step 2:  0.9422
		Step 3:  0.0599
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0817
	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:  0.1064
	F1 Score:  0.1917
GT-Edge Overlap Metrics
	Recall:  0.2717
	Precision:  0.2917
	F1 Score:  0.2760
Node-Set Overlap Metrics
	Recall:  0.7342
	Precision:  0.8008
	F1 Score:  0.7581
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.2063
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4083
	Precision:  0.4517
	F1 Score:  0.4157
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  1.9206
		2-Hop:  2.0000

Score for iteration 7100
Answer Metrics
	Hits@1:  0.9100
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9550
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.8889
		MRR:  0.9444
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1253
		Step 1:  5.4200
		Step 2:  6.4783
		Step 3:  6.4777
Entropy Metrics
	Question Entropy:  0.7137
	Path Entropy:  2.1410
		Step 1:  1.1040
		Step 2:  0.9857
		Step 3:  0.0513
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:  2.5700
	Redundancy:  0.0033
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1083
	F1 Score:  0.1947
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2883
	F1 Score:  0.2710
Node-Set Overlap Metrics
	Recall:  0.7250
	Precision:  0.7808
	F1 Score:  0.7424
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2698
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4300
	Precision:  0.4683
	F1 Score:  0.4320
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.9683
		2-Hop:  1.8108

Score for iteration 7200
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:  0.9365
		MRR:  0.9656
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1314
		Step 1:  5.4200
		Step 2:  6.4897
		Step 3:  6.4844
Entropy Metrics
	Question Entropy:  0.7119
	Path Entropy:  2.1357
		Step 1:  1.0924
		Step 2:  1.0013
		Step 3:  0.0420
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1633
	Restart Rate:  0.0000
	No-Op Rate:  0.1633
	Cycle Rate:  0.0817
	Backtrack Rate:  0.0000
	Unique Edges:  2.4900
	Redundancy:  0.0067
	Avg Segment Hops:  2.5100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1072
	F1 Score:  0.1929
GT-Edge Overlap Metrics
	Recall:  0.2650
	Precision:  0.2983
	F1 Score:  0.2760
Node-Set Overlap Metrics
	Recall:  0.7233
	Precision:  0.8083
	F1 Score:  0.7561
Path Edit Distance Metrics:
	Overall Average:  2.1900
		3-Hop:  2.2857
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4233
	Precision:  0.4783
	F1 Score:  0.4360
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9841
		2-Hop:  1.8378

Score for iteration 7300
Answer Metrics
	Hits@1:  0.9500
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9692
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9590
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1607
		Step 1:  5.4200
		Step 2:  6.5241
		Step 3:  6.5379
Entropy Metrics
	Question Entropy:  0.7521
	Path Entropy:  2.2564
		Step 1:  1.1580
		Step 2:  1.0265
		Step 3:  0.0719
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0883
	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:  0.1096
	F1 Score:  0.1966
GT-Edge Overlap Metrics
	Recall:  0.2500
	Precision:  0.2683
	F1 Score:  0.2533
Node-Set Overlap Metrics
	Recall:  0.7292
	Precision:  0.7992
	F1 Score:  0.7542
Path Edit Distance Metrics:
	Overall Average:  2.2300
		3-Hop:  2.2857
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4033
	Precision:  0.4583
	F1 Score:  0.4140
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.9524
		2-Hop:  1.8378

Score for iteration 7400
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:  6.1514
		Step 1:  5.4200
		Step 2:  6.5187
		Step 3:  6.5156
Entropy Metrics
	Question Entropy:  0.7263
	Path Entropy:  2.1790
		Step 1:  1.1183
		Step 2:  1.0251
		Step 3:  0.0356
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0833
	Backtrack Rate:  0.0000
	Unique Edges:  2.6100
	Redundancy:  0.0067
	Avg Segment Hops:  2.6300
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1074
	F1 Score:  0.1932
GT-Edge Overlap Metrics
	Recall:  0.2600
	Precision:  0.2700
	F1 Score:  0.2593
Node-Set Overlap Metrics
	Recall:  0.7333
	Precision:  0.7883
	F1 Score:  0.7521
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2857
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4050
	Precision:  0.4517
	F1 Score:  0.4107
Relation Edit Distance Metrics:
	Overall Average:  1.9700
		3-Hop:  1.9524
		2-Hop:  2.0000

Score for iteration 7500
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:  6.1508
		Step 1:  5.4200
		Step 2:  6.5194
		Step 3:  6.5131
Entropy Metrics
	Question Entropy:  0.7230
	Path Entropy:  2.1691
		Step 1:  1.1284
		Step 2:  0.9973
		Step 3:  0.0434
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1467
	Restart Rate:  0.0000
	No-Op Rate:  0.1467
	Cycle Rate:  0.0767
	Backtrack Rate:  0.0000
	Unique Edges:  2.5400
	Redundancy:  0.0067
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1075
	F1 Score:  0.1933
GT-Edge Overlap Metrics
	Recall:  0.2317
	Precision:  0.2517
	F1 Score:  0.2353
Node-Set Overlap Metrics
	Recall:  0.7258
	Precision:  0.7967
	F1 Score:  0.7516
Path Edit Distance Metrics:
	Overall Average:  2.2700
		3-Hop:  2.3016
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.3717
	Precision:  0.4367
	F1 Score:  0.3857
Relation Edit Distance Metrics:
	Overall Average:  2.0200
		3-Hop:  1.9524
		2-Hop:  2.1351

Score for iteration 7600
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:  6.1400
		Step 1:  5.4200
		Step 2:  6.4865
		Step 3:  6.5134
Entropy Metrics
	Question Entropy:  0.6844
	Path Entropy:  2.0533
		Step 1:  1.0847
		Step 2:  0.9456
		Step 3:  0.0230
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0817
	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:  0.1076
	F1 Score:  0.1934
GT-Edge Overlap Metrics
	Recall:  0.2883
	Precision:  0.3017
	F1 Score:  0.2893
Node-Set Overlap Metrics
	Recall:  0.7433
	Precision:  0.8142
	F1 Score:  0.7684
Path Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.1746
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4250
	Precision:  0.4550
	F1 Score:  0.4280
Relation Edit Distance Metrics:
	Overall Average:  1.8900
		3-Hop:  1.9206
		2-Hop:  1.8378

Score for iteration 7700
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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1342
		Step 1:  5.4200
		Step 2:  6.5030
		Step 3:  6.4796
Entropy Metrics
	Question Entropy:  0.6927
	Path Entropy:  2.0782
		Step 1:  1.0658
		Step 2:  0.9790
		Step 3:  0.0334
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1300
	Restart Rate:  0.0000
	No-Op Rate:  0.1300
	Cycle Rate:  0.0983
	Backtrack Rate:  0.0000
	Unique Edges:  2.5800
	Redundancy:  0.0100
	Avg Segment Hops:  2.6100
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1055
	F1 Score:  0.1903
GT-Edge Overlap Metrics
	Recall:  0.2517
	Precision:  0.2617
	F1 Score:  0.2500
Node-Set Overlap Metrics
	Recall:  0.7392
	Precision:  0.8083
	F1 Score:  0.7631
Path Edit Distance Metrics:
	Overall Average:  2.2700
		3-Hop:  2.3016
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.3900
	Precision:  0.4300
	F1 Score:  0.3937
Relation Edit Distance Metrics:
	Overall Average:  2.0300
		3-Hop:  2.0476
		2-Hop:  2.0000

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:  0.9850
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:  6.1229
		Step 1:  5.4200
		Step 2:  6.4871
		Step 3:  6.4615
Entropy Metrics
	Question Entropy:  0.7093
	Path Entropy:  2.1280
		Step 1:  1.1143
		Step 2:  0.9740
		Step 3:  0.0397
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1400
	Restart Rate:  0.0000
	No-Op Rate:  0.1400
	Cycle Rate:  0.0633
	Backtrack Rate:  0.0000
	Unique Edges:  2.5600
	Redundancy:  0.0067
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1086
	F1 Score:  0.1951
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2817
	F1 Score:  0.2693
Node-Set Overlap Metrics
	Recall:  0.7492
	Precision:  0.8075
	F1 Score:  0.7686
Path Edit Distance Metrics:
	Overall Average:  2.1900
		3-Hop:  2.2698
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4350
	Precision:  0.4850
	F1 Score:  0.4453
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9524
		2-Hop:  1.8919

Score for iteration 7900
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:  6.1068
		Step 1:  5.4200
		Step 2:  6.4721
		Step 3:  6.4283
Entropy Metrics
	Question Entropy:  0.6882
	Path Entropy:  2.0647
		Step 1:  1.0822
		Step 2:  0.9577
		Step 3:  0.0249
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1200
	Restart Rate:  0.0000
	No-Op Rate:  0.1200
	Cycle Rate:  0.0833
	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:  0.1047
	F1 Score:  0.1889
GT-Edge Overlap Metrics
	Recall:  0.2767
	Precision:  0.2833
	F1 Score:  0.2747
Node-Set Overlap Metrics
	Recall:  0.7492
	Precision:  0.8058
	F1 Score:  0.7680
Path Edit Distance Metrics:
	Overall Average:  2.1800
		3-Hop:  2.2063
		2-Hop:  2.1351
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4433
	F1 Score:  0.4167
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9048
		2-Hop:  1.9730

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:  0.9767
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9820
Valid Action Count at Each Step
	Overall Average:  6.1366
		Step 1:  5.4200
		Step 2:  6.4893
		Step 3:  6.5005
Entropy Metrics
	Question Entropy:  0.7137
	Path Entropy:  2.1410
		Step 1:  1.1079
		Step 2:  0.9956
		Step 3:  0.0375
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1300
	Restart Rate:  0.0000
	No-Op Rate:  0.1300
	Cycle Rate:  0.0650
	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:  0.1081
	F1 Score:  0.1944
GT-Edge Overlap Metrics
	Recall:  0.2867
	Precision:  0.2917
	F1 Score:  0.2840
Node-Set Overlap Metrics
	Recall:  0.7567
	Precision:  0.8058
	F1 Score:  0.7721
Path Edit Distance Metrics:
	Overall Average:  2.1000
		3-Hop:  2.0635
		2-Hop:  2.1622
Relation-Set Overlap Metrics
	Recall:  0.4667
	Precision:  0.4967
	F1 Score:  0.4653
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.7619
		2-Hop:  1.9459

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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1249
		Step 1:  5.4200
		Step 2:  6.4682
		Step 3:  6.4864
Entropy Metrics
	Question Entropy:  0.7129
	Path Entropy:  2.1387
		Step 1:  1.1179
		Step 2:  0.9917
		Step 3:  0.0290
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:  2.5600
	Redundancy:  0.0067
	Avg Segment Hops:  2.5800
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1074
	F1 Score:  0.1931
GT-Edge Overlap Metrics
	Recall:  0.2500
	Precision:  0.2600
	F1 Score:  0.2487
Node-Set Overlap Metrics
	Recall:  0.7458
	Precision:  0.8075
	F1 Score:  0.7661
Path Edit Distance Metrics:
	Overall Average:  2.2500
		3-Hop:  2.2857
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4567
	F1 Score:  0.4223
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  1.9524
		2-Hop:  2.0270

Score for iteration 8200
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:  6.1304
		Step 1:  5.4200
		Step 2:  6.4863
		Step 3:  6.4850
Entropy Metrics
	Question Entropy:  0.7152
	Path Entropy:  2.1457
		Step 1:  1.1214
		Step 2:  0.9758
		Step 3:  0.0484
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0783
	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:  0.1084
	F1 Score:  0.1948
GT-Edge Overlap Metrics
	Recall:  0.2700
	Precision:  0.2867
	F1 Score:  0.2713
Node-Set Overlap Metrics
	Recall:  0.7450
	Precision:  0.8133
	F1 Score:  0.7695
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2857
		2-Hop:  2.0541
Relation-Set Overlap Metrics
	Recall:  0.4300
	Precision:  0.4833
	F1 Score:  0.4413
Relation Edit Distance Metrics:
	Overall Average:  1.9200
		3-Hop:  1.9365
		2-Hop:  1.8919

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:  0.9833
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:  6.1236
		Step 1:  5.4200
		Step 2:  6.4845
		Step 3:  6.4664
Entropy Metrics
	Question Entropy:  0.6935
	Path Entropy:  2.0806
		Step 1:  1.0837
		Step 2:  0.9673
		Step 3:  0.0296
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0667
	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:  0.1069
	F1 Score:  0.1924
GT-Edge Overlap Metrics
	Recall:  0.2650
	Precision:  0.2817
	F1 Score:  0.2667
Node-Set Overlap Metrics
	Recall:  0.7475
	Precision:  0.8125
	F1 Score:  0.7692
Path Edit Distance Metrics:
	Overall Average:  2.2100
		3-Hop:  2.2857
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4233
	Precision:  0.4583
	F1 Score:  0.4257
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.9365
		2-Hop:  1.8649

Score for iteration 8400
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:  6.1382
		Step 1:  5.4200
		Step 2:  6.4939
		Step 3:  6.5008
Entropy Metrics
	Question Entropy:  0.7207
	Path Entropy:  2.1622
		Step 1:  1.1077
		Step 2:  1.0156
		Step 3:  0.0390
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1233
	Restart Rate:  0.0000
	No-Op Rate:  0.1233
	Cycle Rate:  0.0767
	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:  0.1087
	F1 Score:  0.1952
GT-Edge Overlap Metrics
	Recall:  0.2567
	Precision:  0.2667
	F1 Score:  0.2553
Node-Set Overlap Metrics
	Recall:  0.7375
	Precision:  0.7917
	F1 Score:  0.7547
Path Edit Distance Metrics:
	Overall Average:  2.2600
		3-Hop:  2.3016
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.4067
	Precision:  0.4400
	F1 Score:  0.4067
Relation Edit Distance Metrics:
	Overall Average:  1.9900
		3-Hop:  2.0159
		2-Hop:  1.9459

Score for iteration 8500
Answer Metrics
	Hits@1:  0.9200
	Hits@3:  1.0000
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9583
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9048
		MRR:  0.9497
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1512
		Step 1:  5.4200
		Step 2:  6.5066
		Step 3:  6.5269
Entropy Metrics
	Question Entropy:  0.7045
	Path Entropy:  2.1136
		Step 1:  1.1006
		Step 2:  0.9590
		Step 3:  0.0540
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1133
	Restart Rate:  0.0000
	No-Op Rate:  0.1133
	Cycle Rate:  0.0817
	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:  0.1072
	F1 Score:  0.1931
GT-Edge Overlap Metrics
	Recall:  0.2433
	Precision:  0.2417
	F1 Score:  0.2380
Node-Set Overlap Metrics
	Recall:  0.7217
	Precision:  0.7667
	F1 Score:  0.7351
Path Edit Distance Metrics:
	Overall Average:  2.2700
		3-Hop:  2.3175
		2-Hop:  2.1892
Relation-Set Overlap Metrics
	Recall:  0.4233
	Precision:  0.4250
	F1 Score:  0.4097
Relation Edit Distance Metrics:
	Overall Average:  2.0400
		3-Hop:  2.0794
		2-Hop:  1.9730

Score for iteration 8600
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:  6.1272
		Step 1:  5.4200
		Step 2:  6.4651
		Step 3:  6.4965
Entropy Metrics
	Question Entropy:  0.6932
	Path Entropy:  2.0796
		Step 1:  1.0932
		Step 2:  0.9475
		Step 3:  0.0390
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0567
	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:  0.1095
	F1 Score:  0.1965
GT-Edge Overlap Metrics
	Recall:  0.2983
	Precision:  0.3050
	F1 Score:  0.2960
Node-Set Overlap Metrics
	Recall:  0.7517
	Precision:  0.7917
	F1 Score:  0.7624
Path Edit Distance Metrics:
	Overall Average:  2.1300
		3-Hop:  2.2222
		2-Hop:  1.9730
Relation-Set Overlap Metrics
	Recall:  0.4500
	Precision:  0.4700
	F1 Score:  0.4443
Relation Edit Distance Metrics:
	Overall Average:  1.8500
		3-Hop:  1.9206
		2-Hop:  1.7297

Score for iteration 8700
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:  6.1258
		Step 1:  5.4200
		Step 2:  6.4743
		Step 3:  6.4831
Entropy Metrics
	Question Entropy:  0.6930
	Path Entropy:  2.0790
		Step 1:  1.1092
		Step 2:  0.9282
		Step 3:  0.0416
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1367
	Restart Rate:  0.0000
	No-Op Rate:  0.1367
	Cycle Rate:  0.0633
	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:  0.1092
	F1 Score:  0.1960
GT-Edge Overlap Metrics
	Recall:  0.2717
	Precision:  0.2850
	F1 Score:  0.2720
Node-Set Overlap Metrics
	Recall:  0.7442
	Precision:  0.7975
	F1 Score:  0.7605
Path Edit Distance Metrics:
	Overall Average:  2.2200
		3-Hop:  2.2540
		2-Hop:  2.1622
Relation-Set Overlap Metrics
	Recall:  0.4433
	Precision:  0.4717
	F1 Score:  0.4413
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.9206
		2-Hop:  1.8919

Score for iteration 8800
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:  6.1269
		Step 1:  5.4200
		Step 2:  6.4778
		Step 3:  6.4828
Entropy Metrics
	Question Entropy:  0.7142
	Path Entropy:  2.1426
		Step 1:  1.1064
		Step 2:  0.9991
		Step 3:  0.0371
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.0700
	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:  0.1080
	F1 Score:  0.1942
GT-Edge Overlap Metrics
	Recall:  0.3150
	Precision:  0.3317
	F1 Score:  0.3173
Node-Set Overlap Metrics
	Recall:  0.7683
	Precision:  0.8242
	F1 Score:  0.7873
Path Edit Distance Metrics:
	Overall Average:  2.0700
		3-Hop:  2.1429
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4967
	Precision:  0.5250
	F1 Score:  0.4957
Relation Edit Distance Metrics:
	Overall Average:  1.7500
		3-Hop:  1.7937
		2-Hop:  1.6757

Score for iteration 8900
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:  6.1207
		Step 1:  5.4200
		Step 2:  6.4586
		Step 3:  6.4836
Entropy Metrics
	Question Entropy:  0.6883
	Path Entropy:  2.0650
		Step 1:  1.1163
		Step 2:  0.9094
		Step 3:  0.0393
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1333
	Restart Rate:  0.0000
	No-Op Rate:  0.1333
	Cycle Rate:  0.0550
	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:  0.1084
	F1 Score:  0.1947
GT-Edge Overlap Metrics
	Recall:  0.2783
	Precision:  0.2933
	F1 Score:  0.2807
Node-Set Overlap Metrics
	Recall:  0.7533
	Precision:  0.7992
	F1 Score:  0.7678
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.1270
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4617
	Precision:  0.4883
	F1 Score:  0.4633
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.8095
		2-Hop:  1.8649

Score for iteration 9000
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:  0.9683
		MRR:  0.9815
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1373
		Step 1:  5.4200
		Step 2:  6.4952
		Step 3:  6.4967
Entropy Metrics
	Question Entropy:  0.6916
	Path Entropy:  2.0747
		Step 1:  1.0986
		Step 2:  0.9411
		Step 3:  0.0349
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1600
	Restart Rate:  0.0000
	No-Op Rate:  0.1600
	Cycle Rate:  0.0783
	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:  0.1081
	F1 Score:  0.1945
GT-Edge Overlap Metrics
	Recall:  0.2617
	Precision:  0.2900
	F1 Score:  0.2700
Node-Set Overlap Metrics
	Recall:  0.7350
	Precision:  0.8158
	F1 Score:  0.7662
Path Edit Distance Metrics:
	Overall Average:  2.1600
		3-Hop:  2.2540
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4217
	Precision:  0.4950
	F1 Score:  0.4420
Relation Edit Distance Metrics:
	Overall Average:  1.9000
		3-Hop:  1.9365
		2-Hop:  1.8378

Score for iteration 9100
Answer Metrics
	Hits@1:  0.9400
	Hits@3:  0.9900
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9670
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9206
		MRR:  0.9556
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1516
		Step 1:  5.4200
		Step 2:  6.5180
		Step 3:  6.5169
Entropy Metrics
	Question Entropy:  0.7195
	Path Entropy:  2.1584
		Step 1:  1.1415
		Step 2:  0.9769
		Step 3:  0.0399
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:  2.6400
	Redundancy:  0.0033
	Avg Segment Hops:  2.6500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1077
	F1 Score:  0.1937
GT-Edge Overlap Metrics
	Recall:  0.2717
	Precision:  0.2700
	F1 Score:  0.2640
Node-Set Overlap Metrics
	Recall:  0.7533
	Precision:  0.7850
	F1 Score:  0.7599
Path Edit Distance Metrics:
	Overall Average:  2.2300
		3-Hop:  2.3492
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4533
	Precision:  0.4717
	F1 Score:  0.4490
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  2.0159
		2-Hop:  1.8378

Score for iteration 9200
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:  0.9524
		MRR:  0.9735
	2-Hop
		Hits@1:  0.9459
		MRR:  0.9730
Valid Action Count at Each Step
	Overall Average:  6.1434
		Step 1:  5.4200
		Step 2:  6.4909
		Step 3:  6.5192
Entropy Metrics
	Question Entropy:  0.6896
	Path Entropy:  2.0687
		Step 1:  1.1095
		Step 2:  0.9180
		Step 3:  0.0412
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1267
	Restart Rate:  0.0000
	No-Op Rate:  0.1267
	Cycle Rate:  0.0883
	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:  0.1065
	F1 Score:  0.1919
GT-Edge Overlap Metrics
	Recall:  0.2467
	Precision:  0.2633
	F1 Score:  0.2493
Node-Set Overlap Metrics
	Recall:  0.7375
	Precision:  0.8000
	F1 Score:  0.7598
Path Edit Distance Metrics:
	Overall Average:  2.2400
		3-Hop:  2.2540
		2-Hop:  2.2162
Relation-Set Overlap Metrics
	Recall:  0.4167
	Precision:  0.4500
	F1 Score:  0.4190
Relation Edit Distance Metrics:
	Overall Average:  1.9800
		3-Hop:  1.9683
		2-Hop:  2.0000

Score for iteration 9300
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:  6.1397
		Step 1:  5.4200
		Step 2:  6.4905
		Step 3:  6.5087
Entropy Metrics
	Question Entropy:  0.6949
	Path Entropy:  2.0848
		Step 1:  1.1195
		Step 2:  0.9315
		Step 3:  0.0338
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:  2.5400
	Redundancy:  0.0067
	Avg Segment Hops:  2.5600
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1082
	F1 Score:  0.1944
GT-Edge Overlap Metrics
	Recall:  0.2883
	Precision:  0.3117
	F1 Score:  0.2940
Node-Set Overlap Metrics
	Recall:  0.7558
	Precision:  0.8225
	F1 Score:  0.7795
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.1746
		2-Hop:  2.0270
Relation-Set Overlap Metrics
	Recall:  0.4450
	Precision:  0.4883
	F1 Score:  0.4523
Relation Edit Distance Metrics:
	Overall Average:  1.8600
		3-Hop:  1.8571
		2-Hop:  1.8649

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:  0.9883
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:  6.1396
		Step 1:  5.4200
		Step 2:  6.5069
		Step 3:  6.4920
Entropy Metrics
	Question Entropy:  0.7037
	Path Entropy:  2.1111
		Step 1:  1.1081
		Step 2:  0.9554
		Step 3:  0.0475
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:  2.5400
	Redundancy:  0.0033
	Avg Segment Hops:  2.5500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1063
	F1 Score:  0.1915
GT-Edge Overlap Metrics
	Recall:  0.2850
	Precision:  0.3067
	F1 Score:  0.2900
Node-Set Overlap Metrics
	Recall:  0.7508
	Precision:  0.8217
	F1 Score:  0.7775
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.1905
		2-Hop:  2.0000
Relation-Set Overlap Metrics
	Recall:  0.4367
	Precision:  0.4917
	F1 Score:  0.4497
Relation Edit Distance Metrics:
	Overall Average:  1.8800
		3-Hop:  1.9048
		2-Hop:  1.8378

Score for iteration 9500
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:  6.1526
		Step 1:  5.4200
		Step 2:  6.5261
		Step 3:  6.5118
Entropy Metrics
	Question Entropy:  0.7156
	Path Entropy:  2.1469
		Step 1:  1.1800
		Step 2:  0.9276
		Step 3:  0.0393
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1500
	Restart Rate:  0.0000
	No-Op Rate:  0.1500
	Cycle Rate:  0.0500
	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:  0.1961
GT-Edge Overlap Metrics
	Recall:  0.2683
	Precision:  0.2933
	F1 Score:  0.2753
Node-Set Overlap Metrics
	Recall:  0.7350
	Precision:  0.7875
	F1 Score:  0.7531
Path Edit Distance Metrics:
	Overall Average:  2.1400
		3-Hop:  2.1746
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4500
	Precision:  0.4917
	F1 Score:  0.4573
Relation Edit Distance Metrics:
	Overall Average:  1.8400
		3-Hop:  1.7937
		2-Hop:  1.9189

Score for iteration 9600
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:  6.1307
		Step 1:  5.4200
		Step 2:  6.4963
		Step 3:  6.4759
Entropy Metrics
	Question Entropy:  0.7185
	Path Entropy:  2.1556
		Step 1:  1.1470
		Step 2:  0.9657
		Step 3:  0.0428
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:  2.5000
	Redundancy:  0.0067
	Avg Segment Hops:  2.5200
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1090
	F1 Score:  0.1957
GT-Edge Overlap Metrics
	Recall:  0.2583
	Precision:  0.2750
	F1 Score:  0.2607
Node-Set Overlap Metrics
	Recall:  0.7317
	Precision:  0.8050
	F1 Score:  0.7574
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2222
		2-Hop:  2.1622
Relation-Set Overlap Metrics
	Recall:  0.4083
	Precision:  0.4550
	F1 Score:  0.4157
Relation Edit Distance Metrics:
	Overall Average:  1.9700
		3-Hop:  1.9365
		2-Hop:  2.0270

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:  0.9850
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:  6.1465
		Step 1:  5.4200
		Step 2:  6.5233
		Step 3:  6.4963
Entropy Metrics
	Question Entropy:  0.6885
	Path Entropy:  2.0655
		Step 1:  1.1086
		Step 2:  0.9300
		Step 3:  0.0270
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:  0.1060
	F1 Score:  0.1909
GT-Edge Overlap Metrics
	Recall:  0.2583
	Precision:  0.2717
	F1 Score:  0.2587
Node-Set Overlap Metrics
	Recall:  0.7467
	Precision:  0.8017
	F1 Score:  0.7654
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2698
		2-Hop:  2.0811
Relation-Set Overlap Metrics
	Recall:  0.4100
	Precision:  0.4450
	F1 Score:  0.4163
Relation Edit Distance Metrics:
	Overall Average:  1.9500
		3-Hop:  1.9365
		2-Hop:  1.9730

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:  0.9883
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:  6.1241
		Step 1:  5.4200
		Step 2:  6.4911
		Step 3:  6.4612
Entropy Metrics
	Question Entropy:  0.7039
	Path Entropy:  2.1118
		Step 1:  1.1325
		Step 2:  0.9402
		Step 3:  0.0391
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:  0.1086
	F1 Score:  0.1951
GT-Edge Overlap Metrics
	Recall:  0.2617
	Precision:  0.2817
	F1 Score:  0.2653
Node-Set Overlap Metrics
	Recall:  0.7483
	Precision:  0.8133
	F1 Score:  0.7707
Path Edit Distance Metrics:
	Overall Average:  2.2000
		3-Hop:  2.2540
		2-Hop:  2.1081
Relation-Set Overlap Metrics
	Recall:  0.4383
	Precision:  0.4867
	F1 Score:  0.4480
Relation Edit Distance Metrics:
	Overall Average:  1.9300
		3-Hop:  1.9206
		2-Hop:  1.9459

Score for iteration 9900
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:  0.9683
		MRR:  0.9815
	2-Hop
		Hits@1:  0.9730
		MRR:  0.9865
Valid Action Count at Each Step
	Overall Average:  6.1271
		Step 1:  5.4200
		Step 2:  6.4840
		Step 3:  6.4774
Entropy Metrics
	Question Entropy:  0.6899
	Path Entropy:  2.0698
		Step 1:  1.1145
		Step 2:  0.9199
		Step 3:  0.0354
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1433
	Restart Rate:  0.0000
	No-Op Rate:  0.1433
	Cycle Rate:  0.0817
	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:  0.1084
	F1 Score:  0.1948
GT-Edge Overlap Metrics
	Recall:  0.2800
	Precision:  0.3017
	F1 Score:  0.2853
Node-Set Overlap Metrics
	Recall:  0.7400
	Precision:  0.8075
	F1 Score:  0.7649
Path Edit Distance Metrics:
	Overall Average:  2.1200
		3-Hop:  2.0952
		2-Hop:  2.1622
Relation-Set Overlap Metrics
	Recall:  0.4150
	Precision:  0.4483
	F1 Score:  0.4193
Relation Edit Distance Metrics:
	Overall Average:  1.9100
		3-Hop:  1.8571
		2-Hop:  2.0000

Score for iteration 10000
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:  6.1341
		Step 1:  5.4200
		Step 2:  6.4865
		Step 3:  6.4958
Entropy Metrics
	Question Entropy:  0.7137
	Path Entropy:  2.1412
		Step 1:  1.1305
		Step 2:  0.9707
		Step 3:  0.0400
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.1167
	Restart Rate:  0.0000
	No-Op Rate:  0.1167
	Cycle Rate:  0.0733
	Backtrack Rate:  0.0000
	Unique Edges:  2.6300
	Redundancy:  0.0067
	Avg Segment Hops:  2.6500
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1079
	F1 Score:  0.1941
GT-Edge Overlap Metrics
	Recall:  0.2983
	Precision:  0.3067
	F1 Score:  0.2980
Node-Set Overlap Metrics
	Recall:  0.7667
	Precision:  0.8117
	F1 Score:  0.7820
Path Edit Distance Metrics:
	Overall Average:  2.0900
		3-Hop:  2.1746
		2-Hop:  1.9459
Relation-Set Overlap Metrics
	Recall:  0.4683
	Precision:  0.4850
	F1 Score:  0.4657
Relation Edit Distance Metrics:
	Overall Average:  1.8300
		3-Hop:  1.8889
		2-Hop:  1.7297

Test (beam) scores with best model from output/kinshiphinton/qa_nhop_reason_3hop_seed0/model/model.ckpt
Answer Metrics
	Hits@1:  0.9406
	Hits@3:  0.9802
	Hits@5:  1.0000
	Hits@10:  1.0000
	Hits@20:  1.0000
	MRR:  0.9632
Per Hop Answer Metrics
	3-Hop
		Hits@1:  0.9365
		MRR:  0.9595
	2-Hop
		Hits@1:  0.9474
		MRR:  0.9693
Valid Action Count at Each Step
	Overall Average:  6.3140
		Step 1:  5.8812
		Step 2:  6.5327
		Step 3:  6.5280
Entropy Metrics
	Question Entropy:  0.7764
	Path Entropy:  2.3292
		Step 1:  1.2363
		Step 2:  1.0439
		Step 3:  0.0490
Reasoning Diagnostics (Top-Rollout)
	Special Step Rate:  0.0924
	Restart Rate:  0.0000
	No-Op Rate:  0.0924
	Cycle Rate:  0.0891
	Backtrack Rate:  0.0000
	Unique Edges:  2.7030
	Redundancy:  0.0066
	Avg Segment Hops:  2.7228
Answer(s) Endpoint Coverage Metrics
	Recall:  1.0000
	Precision:  0.1103
	F1 Score:  0.1981
GT-Edge Overlap Metrics
	Recall:  0.3168
	Precision:  0.3168
	F1 Score:  0.3129
Node-Set Overlap Metrics
	Recall:  0.7706
	Precision:  0.8069
	F1 Score:  0.7816
Path Edit Distance Metrics:
	Overall Average:  2.0990
		2-Hop:  1.8421
		3-Hop:  2.2540
Relation-Set Overlap Metrics
	Recall:  0.4587
	Precision:  0.4868
	F1 Score:  0.4587
Relation Edit Distance Metrics:
	Overall Average:  1.8317
		2-Hop:  1.6579
		3-Hop:  1.9365

