case_input dict | is_compliant bool 2
classes | conflict_items listlengths 0 5 | validation_summary stringclasses 3
values |
|---|---|---|---|
{
"plan": {
"service_name": "Eastbank Chronic Disease Outreach Clinics",
"target_population": "Adults receiving community-based support for chronic disease management during a 12-month program period.",
"coverage_target": 310,
"service_area": [
"Eastbank",
"North Quay"
],
"budget_r... | false | [
{
"category": "budget",
"constraint": "The requested budget must not exceed the $70,000 maximum or the $75,000 available budget.",
"plan_value": "$77,000 requested",
"required_value": "No more than $70,000 and no more than $75,000 available",
"explanation": "The request exceeds both the applicab... | The plan fails budget, staffing capacity, qualification, geographic eligibility, and accessibility checks. Its coverage target meets the minimum, but available staff cannot serve the full target, the required RN qualification is missing, North Quay is ineligible and unreachable, and Arabic interpretation is not provide... |
{
"plan": {
"service_name": "Hillcrest and South Market Family Wellness Visits",
"target_population": "Families with children under five in Hillcrest and South Market, served during a 12-month program period.",
"coverage_target": 180,
"service_area": [
"Hillcrest",
"South Market"
],
... | false | [
{
"category": "coverage",
"constraint": "The planned coverage must meet or exceed the 200-person minimum.",
"plan_value": "180 people",
"required_value": "At least 200 people",
"explanation": "The target is 20 people below the required minimum."
},
{
"category": "budget",
"constraint... | The plan meets the geographic, staffing, qualification, and accessibility requirements, and its $42,000 request is below the $45,000 maximum. It is not compliant because the 180-person target is below the 200-person minimum and the request exceeds available funding by $2,000. |
{
"plan": {
"service_name": "Neighborhood Blood Pressure and Medication Review",
"target_population": "Adults aged 60 and older in Riverbend and Oak Terrace, served during a 12-month program period.",
"coverage_target": 300,
"service_area": [
"Riverbend",
"Oak Terrace"
],
"budget_r... | true | [] | The plan meets the 280-person minimum with a target of 300, stays within both the $70,000 cap and the $68,000 available budget, and serves only eligible areas. Available staff capacity totals 330, required qualifications are represented, and all required accessibility standards are supported. |
Community Health Program Plan Constraint Validation Benchmark
Structured JSON cases represent community health program plans, applicable rules, and available resources, covering key conditions such as service coverage targets, staff capabilities, budgets, service areas, and accessibility. Each case indicates whether a plan satisfies the constraints and records specific conflict categories with supporting evidence. The benchmark supports evaluation of constraint reasoning, compliance assessment, and conflict identification, as well as comparisons between models and validation of public health planning tools.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| case_input | object | The original JSON input containing the program plan, applicable rules, and available resources. |
| is_compliant | boolean | Whether the program plan satisfies all applicable coverage, staffing, budget, geographic, and accessibility constraints. |
| conflict_items | array | Specific constraints violated by the plan, with the relevant category and evidence. This array is empty when no conflicts are found. |
| validation_summary | string | A concise summary of the assessment and the principal reasons for the compliance result. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Source & Contact
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