{ "method": "Known-question development selection.", "graph_freeze_sha256": "9e97794200520d0f2288e452c9e186c0291a54c63d2c1382f693a9753e4081cf", "audit_sha256": "7825d4f3e4e535eb5f49e975dfef363b9b813f1de5c97e2387e5c2f3e578e6a5", "generation_files": { "tools/answer_evaluation/evaluate_graph_answers.py": "d81504e8fe51598c6bd1b0d482f61b9b6f51f87ba3f38b03ae1bc584675a3b76", "tools/answer_evaluation/graph_answer_prompt.txt": "fc9f2f8d52e70a8d67b9f4814b3f15e6be64bf88afe53ce4db4f037bde00e064", "tools/answer_evaluation/answer_format.py": "86a27b4aebc6a5077e13794b81957a1cf063a1f3e070c583120ba53c1788d2f8", "tools/answer_evaluation/context_policy.py": "0dc2a056ca0d886d7cc8248ed4632c910c5e35bebd03ef94573df41802297f47", "tools/answer_evaluation/checked_generation.py": "cb821a65327424c19cbd996190b14e6aa30d9b909493f11716552f71249a0529", "tools/answer_evaluation/render_answer.py": "609c534a37899b3febcea32d983da4b806c287de8f2ddf9bc0675e3280859002", "tools/rag/evaluation/rag_runner.py": "031abf7d5b1a026eb199aa2a579bfb8baaa01175279d0018a364bfe50b76c3c1" }, "model": "model120-fast", "temperature": 0, "workers": 3, "dev_ids": [ "v7-dev-year-1899", "v7-dev-year-1999", "v7-dev-year-2100", "v7-dev-year-9999", "wide-001", "wide-002", "wide-041", "wide-042", "wide-080", "wide-081", "wide-082", "wide-104", "wide-113", "wide-114", "wide-116", "wide-119", "wide-129", "wide-137", "wide-138", "wide-139", "wide-141", "wide-142", "wide-143", "wide-145", "wide-155", "wide-159", "wide-161", "wide-163", "wide-165", "wide-169", "wide-170", "wide-178", "wide-181", "wide-193", "wide-194", "wide-209", "wide-217", "wide-218", "wide-232", "wide-236", "wide-239", "wide-249", "wide-250", "wide-283", "wide-289", "wide-290" ], "test_ids": [ "fresh7-001", "fresh7-002", "fresh7-003", "fresh7-004", "fresh7-005", "fresh7-006", "fresh7-007", "fresh7-008", "fresh7-009", "fresh7-010", "fresh7-011", "fresh7-012", "fresh7-013", "fresh7-014", "fresh7-015", "fresh7-016", "fresh7-017", "fresh7-018", "fresh7-019", "fresh7-020", "fresh7-021", "fresh7-022", "fresh7-023", "fresh7-024", "fresh7-025", "fresh7-026", "fresh7-027", "fresh7-028", "fresh7-029", "fresh7-030", "fresh7-031", "fresh7-032", "fresh7-033", "fresh7-034", "fresh7-035", "fresh7-036", "fresh7-037", "fresh7-038", "fresh7-039", "fresh7-040", "fresh7-041", "fresh7-042", "fresh7-043", "fresh7-044", "fresh7-045", "fresh7-046", "fresh7-047", "fresh7-048", "fresh7-049", "fresh7-050", "fresh7-051", "fresh7-052", "fresh7-053", "fresh7-054", "fresh7-055", "fresh7-056", "fresh7-057", "fresh7-058", "fresh7-059", "fresh7-060", "fresh7-061", "fresh7-062", "fresh7-063", "fresh7-064", "fresh7-065", "fresh7-066", "fresh7-067", "fresh7-068", "fresh7-069", "fresh7-070", "fresh7-071", "fresh7-072", "fresh7-073", "fresh7-074", "fresh7-075", "fresh7-076", "fresh7-077", "fresh7-078", "fresh7-079", "fresh7-080" ], "dev_count": 46, "test_count": 80, "target_accuracy": 0.92, "evaluation_kind": "development", "rendering": "Verified structured claims rendered deterministically; raw model outputs preserved.", "selected_split": "dev", "selected_ids": [ "wide-001", "wide-002", "wide-041", "wide-042", "wide-080", "wide-081", "wide-082", "wide-104", "wide-113", "wide-114", "wide-116", "wide-119", "wide-129", "wide-137", "wide-138", "wide-139", "wide-141", "wide-142", "wide-143", "wide-145", "wide-155", "wide-159", "wide-161", "wide-163", "wide-165", "wide-169", "wide-170", "wide-178", "wide-181", "wide-193", "wide-194", "wide-209", "wide-217", "wide-218", "wide-232", "wide-236", "wide-239", "wide-249", "wide-250", "wide-283", "wide-289", "wide-290", "v7-dev-year-1999", "v7-dev-year-1899", "v7-dev-year-2100", "v7-dev-year-9999" ], "selected_count": 46, "selected_dev_overlap": 46, "corrective_request_limit": 1, "format_repair_limit": 1, "repair_policy": "At most one total corrective request for format, citations or retrieval-context violations. Same question/context, no gold; retain all attempts.", "dev_results_sha256": null, "policy": "Evaluate every declared fresh TEST case once; retain every failure; do not tune on this TEST.", "selected_categories": { "shared_keyword_pair": 2, "same_academic_year_pair": 3, "same_start_year_pair": 3, "person_title_year": 5, "person_keyword_title": 12, "document_author_category_multi_hop": 4, "person_multiple_categories": 3, "candidate_set_aggregation": 5, "conjunctive_disambiguation": 3, "negative_lookup": 6 }, "limitations": [ "Known development questions; not a holdout.", "Harness supplies graph context; native OpenWebUI tool choice and browser UI are outside this experiment.", "Checks structured factual claims, their source support/citations and required prose values; not a general semantic judge of arbitrary prose." ] }