| { |
| "status": "passed", |
| "audit_kind": "model_free", |
| "dataset": "MultiHop-RAG", |
| "subset_id": "multihoprag_120_a3b015d303a201a2", |
| "parameters": { |
| "seed": 42, |
| "questions_per_type": 30, |
| "hard_negatives": 30, |
| "target_corpus_documents_soft": 155, |
| "gold_union_target_soft": 125 |
| }, |
| "summary": { |
| "checks_total": 35, |
| "checks_passed": 35, |
| "checks_failed": 0, |
| "failed_check_names": [] |
| }, |
| "checks": [ |
| { |
| "name": "exact_question_count", |
| "passed": true, |
| "detail": 120 |
| }, |
| { |
| "name": "exact_type_balance", |
| "passed": true, |
| "detail": { |
| "comparison_query": 30, |
| "inference_query": 30, |
| "null_query": 30, |
| "temporal_query": 30 |
| } |
| }, |
| { |
| "name": "no_duplicate_question_ids", |
| "passed": true, |
| "detail": 120 |
| }, |
| { |
| "name": "no_duplicate_document_ids", |
| "passed": true, |
| "detail": 155 |
| }, |
| { |
| "name": "no_duplicate_document_urls_or_source_indices", |
| "passed": true, |
| "detail": 155 |
| }, |
| { |
| "name": "no_pilot_question_overlap", |
| "passed": true, |
| "detail": [] |
| }, |
| { |
| "name": "mapping_covers_every_question_exactly", |
| "passed": true, |
| "detail": { |
| "mapping": 120, |
| "questions": 120 |
| } |
| }, |
| { |
| "name": "stable_question_id_method_matches_pilot", |
| "passed": true, |
| "detail": "mhq_ + SHA-256(query)[:16]" |
| }, |
| { |
| "name": "question_hashes_match_exact_source_query", |
| "passed": true, |
| "detail": 120 |
| }, |
| { |
| "name": "question_source_fields_preserved_exactly", |
| "passed": true, |
| "detail": 120 |
| }, |
| { |
| "name": "answerable_questions_have_2_to_4_unique_gold_urls", |
| "passed": true, |
| "detail": "selected answerable questions" |
| }, |
| { |
| "name": "null_queries_keep_empty_evidence_and_false_answerable", |
| "passed": true, |
| "detail": 30 |
| }, |
| { |
| "name": "every_evidence_url_resolves_exactly_once_and_fact_is_in_body", |
| "passed": true, |
| "detail": "exact URL and substring checks" |
| }, |
| { |
| "name": "mapping_matches_question_rows", |
| "passed": true, |
| "detail": 120 |
| }, |
| { |
| "name": "stable_document_id_method_matches_pilot", |
| "passed": true, |
| "detail": "mhd_ + SHA-256(url)[:16]" |
| }, |
| { |
| "name": "document_hashes_match_exact_source_body", |
| "passed": true, |
| "detail": 155 |
| }, |
| { |
| "name": "source_document_text_and_metadata_preserved_exactly", |
| "passed": true, |
| "detail": 155 |
| }, |
| { |
| "name": "source_null_values_preserved_without_fill", |
| "passed": true, |
| "detail": "deep source-field equality" |
| }, |
| { |
| "name": "all_gold_documents_included", |
| "passed": true, |
| "detail": { |
| "required": 125, |
| "included": 125 |
| } |
| }, |
| { |
| "name": "exact_hard_negative_document_count", |
| "passed": true, |
| "detail": 30 |
| }, |
| { |
| "name": "gold_and_hard_negative_roles_are_disjoint", |
| "passed": true, |
| "detail": { |
| "gold": 125, |
| "hard_negative": 30 |
| } |
| }, |
| { |
| "name": "every_question_has_mapped_hard_negative", |
| "passed": true, |
| "detail": 120 |
| }, |
| { |
| "name": "hard_negatives_exclude_question_gold_complete_chain_and_direct_answer", |
| "passed": true, |
| "detail": "per linked question/document pair; normalized exact lexical checks" |
| }, |
| { |
| "name": "hard_negative_link_audit_details_complete", |
| "passed": true, |
| "detail": 30 |
| }, |
| { |
| "name": "hard_negative_reverse_links_match_documents_and_mapping", |
| "passed": true, |
| "detail": 30 |
| }, |
| { |
| "name": "hard_negative_bm25_scores_ranks_and_overlap_reproducible", |
| "passed": true, |
| "detail": 121 |
| }, |
| { |
| "name": "pilot_document_overlap_computable", |
| "passed": true, |
| "detail": { |
| "count": 17, |
| "document_ids": [ |
| "mhd_0c70d85015833356", |
| "mhd_3f63287ba856792c", |
| "mhd_3ff71c50cb02cf99", |
| "mhd_4b13a9dee44488e3", |
| "mhd_5e35a051a03df040", |
| "mhd_656e63b31ca40730", |
| "mhd_6f388affbc74a371", |
| "mhd_7b3619181fc8a2c0", |
| "mhd_7c61b795f6a5dee5", |
| "mhd_883e01bc82e19cf5", |
| "mhd_98b0ddf644244043", |
| "mhd_a0ca9f6399e72e19", |
| "mhd_a9a879368f2a59e1", |
| "mhd_e389f76203d8e8c1", |
| "mhd_e860349932e31fc3", |
| "mhd_e8be65978b66a7ec", |
| "mhd_eb046c4ddbd31a8f" |
| ] |
| } |
| }, |
| { |
| "name": "manifest_source_file_hashes_match_exact_files", |
| "passed": true, |
| "detail": { |
| "questions": "03cfb4926461f868684903aadc8024447bdda5bb3f6804741424cce338515bff", |
| "corpus": "20b61b5ab84de84a927420c5d265b7ec8d859ae49980699958a787ade9e4d28f", |
| "pilot_questions": "b22a9caf1e78ca217595346c869191d0ba130f8e8e870b6768476aaa81fe8cac", |
| "pilot_documents": "d6bb4b74c5b17d80c68411c8d3874a1f3b9ce53bce2dddef1781292d3cb81ce0" |
| } |
| }, |
| { |
| "name": "manifest_content_and_source_record_hash_maps_match_rows", |
| "passed": true, |
| "detail": { |
| "questions": 120, |
| "documents": 155 |
| } |
| }, |
| { |
| "name": "manifest_source_index_lists_match_rows", |
| "passed": true, |
| "detail": { |
| "questions": 120, |
| "gold_documents": 125, |
| "hard_negative_documents": 30 |
| } |
| }, |
| { |
| "name": "manifest_document_roles_match_rows", |
| "passed": true, |
| "detail": { |
| "gold": 125, |
| "hard_negative": 30 |
| } |
| }, |
| { |
| "name": "manifest_pilot_overlap_matches_recomputed_overlap", |
| "passed": true, |
| "detail": { |
| "questions": 0, |
| "documents": 17 |
| } |
| }, |
| { |
| "name": "stable_question_and_document_output_order", |
| "passed": true, |
| "detail": "type/corpus source-index order" |
| }, |
| { |
| "name": "declared_output_file_hashes_match_bytes", |
| "passed": true, |
| "detail": { |
| "questions.jsonl": "354bce3a46e00dafef9f1d256aed79c6f1f149d6e38260a53ef361138991d87f", |
| "documents.jsonl": "f6d20f892c92e8219fae6a8dab841affdd659cc395038a113a29739f3563005a", |
| "selection_report.md": "4139afb01c5ed4c72416ce92bdb9891a1dba84c013926acd8da684d027acf8a6" |
| } |
| }, |
| { |
| "name": "jsonl_record_line_hashes_match_exact_serialized_lines", |
| "passed": true, |
| "detail": { |
| "questions": 120, |
| "documents": 155 |
| } |
| } |
| ], |
| "audited_file_hashes": { |
| "questions.jsonl": "354bce3a46e00dafef9f1d256aed79c6f1f149d6e38260a53ef361138991d87f", |
| "documents.jsonl": "f6d20f892c92e8219fae6a8dab841affdd659cc395038a113a29739f3563005a", |
| "selection_report.md": "4139afb01c5ed4c72416ce92bdb9891a1dba84c013926acd8da684d027acf8a6", |
| "manifest.json": "97681f1d0693486a89a868cdaf2bb760a304d74eb476d8f04781a308a71eeec8" |
| }, |
| "source_file_hashes": { |
| "MultiHopRAG.json": "03cfb4926461f868684903aadc8024447bdda5bb3f6804741424cce338515bff", |
| "corpus.json": "20b61b5ab84de84a927420c5d265b7ec8d859ae49980699958a787ade9e4d28f", |
| "pilot_questions.jsonl": "b22a9caf1e78ca217595346c869191d0ba130f8e8e870b6768476aaa81fe8cac", |
| "pilot_documents.jsonl": "d6bb4b74c5b17d80c68411c8d3874a1f3b9ce53bce2dddef1781292d3cb81ce0" |
| }, |
| "limitations": [ |
| "BM25 and leakage checks are lexical and model-free; semantic paraphrase leakage cannot be proven absent.", |
| "null_query has no gold evidence, so its source/date/category selection profile is lexical only.", |
| "The source corpus covers September through December 2023 and has native source/category imbalance." |
| ], |
| "forbidden_operations_performed": { |
| "generative_model_selection": false, |
| "pilot_metric_selection": false, |
| "lightrag_run": false, |
| "ollama_indexing": false, |
| "main_experiment_run": false |
| } |
| } |
|
|
