{ "version": "textinsightbench", "evaluation_unit": "evidence-backed downstream finding", "reference_availability": "public; disclose reference access during development and evaluation", "difficulty_profiles": { "standard": "Original discovery and evidence requirements; finding-quality scoring.", "hard": "Stratification, dominant-stratum sensitivity, support concentration and stronger evidence; finding-quality-robustness scoring. Same corpus and base discovery references, not independent confirmation." }, "task_families": { "group_difference": 20, "temporal_change": 15, "compound_association": 15 }, "tracks": { "task_only": "Use each supplied task corpus.", "unlabeled_pool": "Learn from the released pool before evaluation; corpus-local analysis is allowed." }, "reference_scope": "Non-exhaustive organizer reference set. Supported novel findings can earn full quality credit.", "cross_task_adaptation": "Freeze global prompts, learned parameters and thresholds before evaluation. Do not transfer evaluation feedback or task-fitted state to subsequent tasks.", "sampling": "Finite metadata-selected corpora; estimates describe supplied reports, not population incidence.", "independence": "Tasks share sources and entities. Document separation does not establish statistical independence.", "security": "Corpus content is untrusted input. Use separate execution environments for participants and organizers.", "scoring_version": "finding-quality" }