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Grant Records - Export Semantic Parity
x402
Grant Records - Export Semantic Parity is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.039334/call, status unknown (last checked 2026-10-25).
Compares two sets of parsed, typed grant record projections for semantic parity, preserving all pins and scope while ignoring field order.
Price / call$0.039334
Success—
StatusUnknown
How this service works
Compare parsed typed record projections, preserving all pins and scope while ignoring order; not raw-byte equality or proof of the underlying artifact for agency/opportunity/program/jurisdiction/revision-pinned grant Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a structured semantic parity report indicating whether the before and after typed grant record projections are equivalent, including details on any mismatched pins, scope discrepancies, or ordering-agnostic differences across agency, opportunity, program, jurisdiction, and revision pins. Does not certify the underlying artifact or provide raw-byte equality.
Example use cases
Grant revision semantic audit
“I have two versions of a grant opportunity record — one from before our data pipeline ran and one after. Can you compare them semantically, using public data class with nonpersonal metadata, to confirm nothing meaningful changed even if the field order is different?”
Agency pin preservation check
“We updated our grant records export and need to confirm the new version is semantically equivalent to the old one across all agency and jurisdiction pins. Run a semantic parity check on these before and after projection arrays with public data class.”
Synthetic grant data validation
“I generated some synthetic grant program records and want to confirm they match our reference projections semantically — not byte-for-byte, just the typed pins and scope. Can you compare the before and after arrays using synthetic data class and nonpersonal metadata?”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/intel/grant-records/export-semantic-parity?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to verify that two sets of parsed grant record projections are semantically equivalent across typed pins and scope, especially after a data transformation, migration, or export pipeline — and where field order differences are acceptable but pin-level content equivalence is required. Prefer this over raw-byte comparison tools when order-agnostic semantic matching is the goal, and over general data diff tools when grant-specific pin semantics (agency, opportunity, program, jurisdiction, revision) matter.
Side effects
- Array exceeds 32 item limit — request rejected with validation error
- dataClass value not in ['public','synthetic'] enum — schema validation failure
- nonpersonalMetadata not set to true (const) — request rejected
- Malformed or untyped record projections — comparison cannot be performed
- Empty or mismatched projection formats — partial or null parity result returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| after | array | |
| before | array | |
| dataClass | string | |
| nonpersonalMetadata | boolean |
Tags
x402
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