uid stringclasses 10
values | dataset_id stringclasses 1
value | program_type stringclasses 4
values | target_definition_signal stringclasses 2
values | eligibility_accuracy_signal stringclasses 3
values | benefit_uptake_signal stringclasses 3
values | outcome_improvement_signal stringclasses 2
values | leakage_signal stringclasses 3
values | regional_variance_signal stringclasses 3
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 9
values | outcome_signal stringclasses 4
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PP08-001 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | housing | clear | high | high | improving | low | low | Target group reached and outcomes improve. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | coherent | Program reaches intended group. | stable | Synthetic |
PP08-002 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | health | clear | medium | low | flat | medium | medium | Low uptake among target. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | incoherent | Delivery barrier. | drift | Synthetic |
PP08-003 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | employment | ambiguous | low | medium | flat | high | high | Leakage high and targeting weak. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | incoherent | Wrong beneficiaries reached. | leakage | Synthetic |
PP08-004 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | education | clear | high | high | improving | low | low | Program effective. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
PP08-005 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | housing | clear | medium | medium | flat | medium | medium | Mixed signals. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | incoherent | Outcomes not improving. | drift | Synthetic |
PP08-006 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | health | clear | high | high | improving | low | low | Strong alignment. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | coherent | Target reached. | stable | Synthetic |
PP08-007 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | employment | ambiguous | low | low | flat | high | high | Program missing target. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | incoherent | Eligibility mismatch. | failure_risk | Synthetic |
PP08-008 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | education | clear | high | medium | improving | low | low | Moderate uptake but improving outcomes. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | coherent | Within tolerance. | stable | Synthetic |
PP08-009 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | health | clear | medium | low | flat | medium | medium | Low uptake persists. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | incoherent | Access barrier. | drift | Synthetic |
PP08-010 | public-policy-program-targeting-beneficiary-coherence-risk-v0.1 | housing | clear | high | high | improving | low | low | Healthy delivery. | Is targeting-beneficiary coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when public programs reach the wrong people or fail to reach the right ones.
Flags:
low uptake among intended group
high leakage outside target group
benefits delivered without outcome change
regional targeting distortion
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