{ "completed_at_utc": "2026-10-25T02:04:11.837608+00:00", "graph_dev": { "correct": 722, "questions": 722, "accuracy": 1.0 }, "graph_test": { "correct": 320, "questions": 320, "accuracy": 1.0 }, "all_graph_context_facts_source_check": { "questions": 320, "source_consistent": 319, "inconsistent_ids": [ "wide-080" ] }, "generation_dev": { "questions": 20, "correct": 19, "accuracy": 0.95, "errors": 0 }, "generation_test": { "questions": 300, "correct": 281, "accuracy": 0.9366666666666666, "errors": 7 }, "generation_test_by_category": { "candidate_set_aggregation": { "questions": 30, "correct": 27, "accuracy": 0.9 }, "conjunctive_disambiguation": { "questions": 38, "correct": 37, "accuracy": 0.9736842105263158 }, "document_author_category_multi_hop": { "questions": 22, "correct": 20, "accuracy": 0.9090909090909091 }, "negative_lookup": { "questions": 30, "correct": 30, "accuracy": 1.0 }, "person_keyword_title": { "questions": 30, "correct": 21, "accuracy": 0.7 }, "person_multiple_categories": { "questions": 22, "correct": 21, "accuracy": 0.9545454545454546 }, "person_title_year": { "questions": 22, "correct": 21, "accuracy": 0.9545454545454546 }, "same_academic_year_pair": { "questions": 38, "correct": 37, "accuracy": 0.9736842105263158 }, "same_start_year_pair": { "questions": 30, "correct": 29, "accuracy": 0.9666666666666667 }, "shared_keyword_pair": { "questions": 38, "correct": 38, "accuracy": 1.0 } }, "generation_failure_reasons": { "unsupported_or_wrong_subject_claim": 3, "missing_required_prose_value": 3, "invalid_json": 7, "binding_missing_or_split": 6 }, "generation_latency_seconds": { "mean": 7.617359811466643, "median": 7.5836237964977045, "p95": 11.524189818002924 }, "generation_token_usage": { "completion_tokens": 52582, "prompt_tokens": 243107, "total_tokens": 295689 }, "target": 0.92, "target_met": true, "tests": { "passed": 448, "skipped": 4 }, "point_3_status": { "1": "complete_for_declared_v4_protocol", "2": "complete_for_declared_v4_protocol", "3": "complete_for_declared_v4_protocol", "4": "complete_for_declared_v4_protocol", "5": "complete_for_declared_v4_protocol", "6": "complete_for_declared_v4_protocol" }, "attempt_history": [ { "experiment": "graph_v4", "dev": 722, "test": 320, "correct": 320, "attempt": 1 }, { "experiment": "initial_external_diagnostic", "questions": 20, "correct_raw": 16, "role_after_exposure": "dev" }, { "experiment": "revised_generation_dev", "questions": 20, "correct": 19 }, { "experiment": "generation_v4_test", "questions": 300, "correct": 281, "attempt": 1 } ], "limitations": [ "Known corpus, profiles, vocabulary and template families; no independent human annotation of all questions.", "Strict generation scoring includes malformed JSON and incomplete prose; not every failure is a factual falsehood.", "Retrieval strict checks required proofs, not every extra returned fact. Supplementary all-context source check is reported separately.", "OpenWebUI API with harness-supplied context, not native tool routing or browser use.", "External server model weights are not locally frozen; raw responses and returned model identity are retained." ] }