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Fact Check Workflow — Duplicate Key Report + Numeric Distribution
x402
Fact Check Workflow — Duplicate Key Report + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Analyzes fact-check workflow records to produce a duplicate key report and numeric distribution for claims_reviewed or references_collected fields (up to 200 rows).
Price / call$0.01
Success—
StatusUnknown
How this service works
Fact check workflow — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied fact check workflow records (claims_reviewed, references_collected). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Two independent analytical reports: (1) a duplicate key report identifying repeated row_id values across the supplied records, and (2) a numeric distribution summary for the selected field (claims_reviewed or references_collected), covering up to 200 rows of fact-check workflow data. No external lookups or predictions are made — all analysis is performed locally on the supplied data.
Example use cases
Auditing duplicate claims in news workflow
“I have 120 rows of fact-check workflow data with row IDs, dates, and channel groups — can you run a duplicate key report on them and show me the numeric distribution of claims_reviewed?”
References collected spread analysis
“Can you analyze my 80-row fact-check dataset and give me both a duplicate key report and a numeric distribution for the references_collected field?”
Data quality check before publishing
“Before I publish this fact-check report, can you scan these 40 workflow records for any duplicate keys and show me the distribution of claims_reviewed values so I can spot outliers?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-18-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously audit fact-check workflow data for duplicate row keys AND understand the numeric distribution of claims_reviewed or references_collected, all in a single low-cost call ($0.01 USDC for both reports). Ideal for data quality checks on journalism or fact-checking pipelines before aggregation or reporting, especially when working with up to 200 structured records and you don't need live lookups or external enrichment.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, channel_group, claims_reviewed, references_collected) causes rejection
- Dates not matching YYYY-MM-DD pattern are rejected
- Numeric values outside allowed range (-1e12 to 1e12) are rejected
- Empty rows array is not accepted (minItems: 1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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