Datasets:
Modalities:
Text
Formats:
json
Languages:
English
Size:
1K - 10K
Tags:
benchmark
llm-evaluation
reasoning
knowledge-representation
open-world-assumption
closed-world-assumption
License:
| { | |
| "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." | |
| ] | |
| } | |