hermeneutic-dive / assembly_report.json
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{
"version": "3.0.0",
"built_at": "2026-11-12",
"pipeline": "v3 (second audit-fix build)",
"near_duplicate_pairs": [],
"splits": {
"qa_sft": {
"train": 40,
"validation": 8,
"test": 8
},
"qa_rl": {
"train": 92,
"validation": 18,
"test": 23
},
"sft_rl_overlap": 0
},
"decontamination": {
"status": "inherited_from_v2_not_rerun",
"stats": {
"method": "containment decontamination (substring >= 20 chars; token containment >= 0.75; char-shingle(5) Jaccard >= 0.5)",
"benchmarks": [
"2wikimultihopqa",
"hotpotqa",
"musique",
"triviaqa"
],
"benchmark_questions": 7900,
"our_questions": 189,
"overlaps": 0,
"near_misses_ge_0.6": 5
},
"v3_changed_questions": [
"hd-en-mh-511",
"hd-en-mh-518"
]
},
"qa_sft_distribution": {
"by_language": {
"en": 20,
"hi": 10,
"ja": 10,
"ru": 7,
"zh": 9
},
"by_task_type": {
"conflicting_sources": 6,
"date_sensitive": 6,
"false_premise": 8,
"multi_hop": 25,
"perspective_framing": 5,
"unanswerable": 6
},
"by_difficulty": {
"tactical": 31,
"snapshot": 18,
"deep": 7
},
"by_estrangement": {
"2": 36,
"1": 16,
"3": 4
}
},
"qa_rl_distribution": {
"by_language": {
"en": 54,
"zh": 31,
"ru": 22,
"ja": 13,
"hi": 13
},
"by_task_type": {
"multi_hop": 84,
"date_sensitive": 12,
"conflicting_sources": 12,
"false_premise": 9,
"unanswerable": 7,
"perspective_framing": 9
}
},
"trajectories": {
"total": 28,
"by_outcome": {
"success": 14,
"fail": 14
},
"by_failure_mode": {
"redundant_query_cycling": 3,
"wrong_terminal_entity": 2,
"stale_knowledge_answer": 2,
"false_conflict_resolution": 1,
"hallucinated_answer_on_false_premise": 3,
"premature_answer": 2,
"ungrounded_abstention": 1
},
"by_language": {
"en": 14,
"zh": 4,
"ru": 2,
"ja": 4,
"hi": 4
},
"mean_tool_calls": 2.64,
"mean_tool_result_chars": 480.3
},
"dpo_pairs": 14,
"dpo_matched_pairs": 17,
"dpo_matched_by_split": {
"train": 12,
"validation": 4,
"test": 1
},
"dpo_length_confounded_pairs": 14,
"dpo_char_ratio_median": 5.07,
"failure_trajectories_with_ungrounded_queries": 6,
"trajectory_causality": {
"success_trajectories_checked": 70,
"violations": 0,
"rule": "queries/URLs use only question text or earlier tool-result strings"
},
"total_unique_questions": 189,
"total_rows": 248,
"coverage_guarantees": [
"multi_hop present in qa_sft test and qa_rl test",
"unanswerable present in qa_sft train and qa_rl train",
"false_premise present in train and test of both pools",
"estrangement-3 and deep multi-hop present in train and test",
"qa_sft and qa_rl question sets fully disjoint"
]
}