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financial_report.csvSandboxed
| Qtr | Rev | Growth |
|---|---|---|
| Q1 | $1.2M | +5% |
| Q2 | $1.4M | +12% |
| Q3 | $1.1M | -21% |
LLM Claim: "Revenue grew every quarter."
VERIFICATION FAILED
Evidence: Q3 revenue declined by 21%.
Stats Verifier
Grounds AI generation in your actual data. Upload CSV/JSON files, and we execute sandboxed Pandas queries to verify every numerical claim.
1
LLM generates a text summary of your data.
2
QWED extracts claim tuples (Entity, Value, Trend).
3
We run Python code against the dataframe to validate truth.