{ "source_dataset": "data/base/full.jsonl", "dataset": "data/ask_act/full.jsonl", "version": "closurebench_ask_act", "num_items": 960, "num_base_scenarios": 320, "semantics": { "owa": 320, "cwa": 320, "lcwa": 320 }, "domains": { "cloud_deployment": 120, "hospital_access": 120, "library_services": 120, "university_registration": 120, "finance_controls": 120, "procurement_review": 120, "manufacturing_quality": 120, "robotics_operations": 120 }, "families": { "entailed_open_conclusion": 96, "explicit_negative_closed": 96, "explicit_negative_open": 96, "closed_missing_with_open_distractor": 96, "open_missing_with_closed_distractor": 96, "open_missing_direct": 96, "entailed_closed_conclusion": 96, "closed_missing_direct": 96, "closed_derived_missing_antecedent": 96, "open_derived_missing_antecedent": 96 }, "subsets": { "control_entailed": 192, "control_explicit_negative": 192, "core_contrastive": 576 }, "gold_truth_values": { "true": 192, "false": 480, "unknown": 288 }, "gold_actions": { "approve": 192, "deny": 480, "request_information": 288 }, "gold_reason_types": { "entailed_by_fact_or_rule": 192, "explicit_negative_fact": 192, "global_closed_world_underivable": 192, "local_open_world_underivable": 96, "open_world_underivable": 192, "local_closed_world_underivable": 96 }, "primary_metrics": [ "action_accuracy", "truth_accuracy", "full_decision_accuracy", "ask_precision_recall_f1", "targeted_information_accuracy", "premature_denial_rate", "excessive_ask_rate", "closure_denial_accuracy", "semantic_switch_action_accuracy" ], "notes": [ "This file is derived deterministically from ClosureBench V3.", "Unknown direct targets ask for the target atom.", "Unknown derived targets ask for the missing rule antecedent.", "Approve/deny cases require null missing fields to avoid unnecessary escalation." ] }