id stringclasses 10
values | domain stringclasses 8
values | decision_context stringclasses 10
values | available_evidence stringclasses 10
values | proposed_decision stringclasses 10
values | pressure_sources stringclasses 10
values | pressure_type_map stringclasses 10
values | evidence_vs_pressure_conflicts stringclasses 10
values | pressure_mitigation_actions stringclasses 10
values | risk_if_unchecked stringclasses 10
values | constraints stringclasses 1
value | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
DPM-001 | clinical | ED overcrowded. Patient chest pain. Family anxious. | Initial ECG normal. No troponin yet. | Discharge patient. | time pressure; bed scarcity; family reassurance demand | time; operational; emotional | Normal ECG used to justify discharge before biomarkers. | Hold for serial troponins; use chest pain pathway; explain uncertainty. | missed MI; death | Under 220 words. | pressures+conflicts+mitigation |
DPM-002 | clinical_trial | Sponsor wants rapid press release. | Primary endpoint missed. Secondary positive. | Declare success. | financial incentive; reputational pressure; timeline | financial; reputational; time | Secondary endpoint elevated to override primary failure. | Delay release; qualify claims; independent review. | regulatory sanction; loss of trust | Under 220 words. | pressures+conflicts+mitigation |
DPM-003 | robotics | CEO demo scheduled tomorrow. | Limited night testing. | Deploy system. | executive demand; deadline | authority; time | Demo deadline outweighs safety gaps. | Restrict demo scope; add manual override. | injury; PR damage | Under 220 words. | pressures+conflicts+mitigation |
DPM-004 | ai_alignment | Launch window closing. | Red team unresolved findings. | Ship model. | market competition; investor pressure | financial; competitive | Safety evidence overridden by launch urgency. | Delay launch; scope reduction; mitigation verification. | harmful outputs | Under 220 words. | pressures+conflicts+mitigation |
DPM-005 | legal | Client demands aggressive stance. | Weak evidence. | Threaten suit. | client pressure; fee incentive | financial; relational | Legal posture exceeds evidentiary support. | Request documents; set expectations. | counterclaim; cost exposure | Under 220 words. | pressures+conflicts+mitigation |
DPM-006 | clinical | ICU bed shortage. | Borderline sepsis signs. | Withhold ICU transfer. | resource scarcity; throughput metrics | operational; time | Capacity drives decision over physiology. | Escalation criteria; interim monitoring. | clinical deterioration | Under 220 words. | pressures+conflicts+mitigation |
DPM-007 | finance | Quarter end approaching. | Model backtest strong; live data limited. | Increase position size. | performance pressure; bonus cycle | financial; time | Backtest overweighted under deadline. | Stage increase; add kill switch. | large losses | Under 220 words. | pressures+conflicts+mitigation |
DPM-008 | product | Negative reviews trending. | Root cause unclear. | Rush patch. | reputation; social media | reputational; emotional | Speed favored over diagnosis. | Rollback; reproduce bug; staged fix. | new defects | Under 220 words. | pressures+conflicts+mitigation |
DPM-009 | clinical | Patient demands antibiotics. | Viral features dominant. | Prescribe antibiotics. | patient expectation; satisfaction scores | emotional; reputational | Demand overrides evidence. | Educate; delayed prescription. | resistance; side effects | Under 220 words. | pressures+conflicts+mitigation |
DPM-010 | governance | Board review imminent. | Audit incomplete. | Sign compliance attestation. | authority; career risk | authority; reputational | Signature precedes verification. | Request extension; partial attestation. | legal exposure | Under 220 words. | pressures+conflicts+mitigation |
What this dataset tests
Whether a system can identify non-evidentiary forces
shaping a decision and separate them from evidence.
Required outputs
- pressure_sources
- pressure_type_map
- evidence_vs_pressure_conflicts
- pressure_mitigation_actions
Typical failures
- mistaking urgency for evidence
- authority bias
- safety trade-offs hidden by deadlines
Suggested prompt wrapper
System
You map decision pressure and protect evidence integrity.
User
Decision context
{decision_context}
Evidence
{available_evidence}
Proposed decision
{proposed_decision}
Return
- pressure sources
- pressure types
- conflicts with evidence
- mitigation actions
Citation
ClarusC64 dataset family
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