Open-question validation: angle_estimation_dataset_3000 Status: PASS Source items: 3000 Included: 3000 Excluded: 0 Exclusions: {} Sub-facts: angle_degrees_nearest_10, larger_angle, difference_degrees_nearest_10, largest_angle_degrees_nearest_10 Constant-answer baselines: {"angle_degrees_nearest_10": 0.049166666666666664, "difference_degrees_nearest_10": 0.12571428571428572, "larger_angle": 0.5009523809523809, "largest_angle_degrees_nearest_10": 0.35733333333333334} Fields >=60%: {} Independent derivation mismatches: 0 Deterministic sub-fact dependency violations: 0 PNG recovery: 3000/3000 Special checks: {"pre_fix_largest_angle_vertex_distribution": {"A": 561, "B": 51, "C": 138}, "scene_type_distribution": {"comparison": 1050, "single": 1200, "triangle": 750}, "source_vertex_label_assignment": "fixed A/B/C order equals triangle_vertices index 0/1/2", "variant_mapping_violations": 0, "vertex_subfact_disposition": "removed because fixed geometry-correlated labels produce a 74.8% A baseline"} Issues: []