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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