{ "version": "textinsightbench", "evaluation_unit": "evidence-backed downstream finding", "discovery_mode": "agent_selected", "scoring_version": "finding-quality-discovery", "task_families": { "group_difference": 20, "temporal_change": 15, "compound_association": 15 }, "tracks": { "task_only": "Use the supplied task corpus.", "unlabeled_pool": "Learn from the released pool before evaluation." }, "reference_policy": "No fixed conclusions for redesigned tasks; previous references belong only to historical tasks.", "semantic_review": "Bounded assignment-stratified and corpus-wide sample; exhaustive arithmetic, not exhaustive semantic verification.", "independent_validation": false, "historical_exposure": "Task documents were drawn from a previously public learning pool. Not an unseen or independent validation set.", "cross_task_adaptation": "Freeze global prompts, learned parameters and thresholds; no evaluation-feedback transfer.", "security": "Untrusted corpus content. Process runner is not a sandbox." }