uid stringclasses 10
values | dataset_id stringclasses 1
value | policy_area stringclasses 7
values | rule_complexity stringclasses 3
values | compliance_rate stringclasses 2
values | inspection_capacity stringclasses 2
values | enforcement_action_rate stringclasses 2
values | real_world_outcome_trend stringclasses 4
values | reporting_lag stringclasses 3
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 8
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PP03-001 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | environment | medium | high | adequate | steady | improving | low | Compliance high and outcomes improving. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | coherent | Rules and outcomes aligned. | effective_regulation | Synthetic |
PP03-002 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | housing | high | medium | low | low | flat | high | Rules complex but inspections low and outcomes flat. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | incoherent | Weak enforcement breaks rule impact. | enforcement_gap | Synthetic |
PP03-003 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | transport | medium | high | adequate | steady | flat | medium | Compliance high but outcomes not improving. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | incoherent | Rule compliance not translating to outcomes. | impact_gap | Synthetic |
PP03-004 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | healthcare | low | high | adequate | steady | improving | low | Simple rules, strong compliance, outcomes improving. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | coherent | Clear alignment. | effective | Synthetic |
PP03-005 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | environment | high | medium | low | low | worsening | high | Rules exist but not enforced and outcomes worsen. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | incoherent | Enforcement collapse. | regulatory_failure | Synthetic |
PP03-006 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | finance | medium | high | adequate | steady | stable | low | Stable compliance and stable outcomes. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | coherent | System stable. | stable | Synthetic |
PP03-007 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | education | medium | medium | low | low | flat | medium | Moderate compliance but weak enforcement. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | incoherent | Inspection capacity too low. | latent_failure | Synthetic |
PP03-008 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | transport | medium | high | adequate | steady | improving | low | Compliance and outcomes improving. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | coherent | Alignment holds. | effective | Synthetic |
PP03-009 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | energy | high | high | adequate | steady | flat | low | High compliance but no outcome change. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | incoherent | Rule design weak. | design_failure | Synthetic |
PP03-010 | public-policy-regulation-compliance-outcome-coherence-risk-v0.1 | healthcare | medium | high | adequate | steady | improving | low | Aligned. | Is regulation-outcome coherence intact. Answer coherent or incoherent. | coherent | Working as intended. | effective | Synthetic |
What this repo is for
Detect when rules exist but outcomes don’t change.
You use it to flag
high compliance but no outcome improvement
low inspection capacity masking risk
rule complexity blocking enforcement
enforcement collapse before public failure
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