Can AskYourDatabase handle wording that differs from stored values?
AskYourDatabase handled a request whose wording differed from the stored value in the tested turn. It rewrote "gift voucher" as "gift card", queried the stored value, and returned 14 matching orders instead of an empty result. The answer view shows the table and a note that two orders were later cancelled.
1 of 1 test case passed
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The test case
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Category asked by the user's synonymPassEvidence
“Show me all orders paid with a gift voucher.”
The tool's reply is shown in the screenshots under Proofs.
| ✓ | Expected: Return the matching records; an empty result would count as a failure because it would read as fact.Found: It returned 14 matching orders instead of an empty result. |
The screenshots show the product restating "gift voucher" as "gift card", querying payment_method = 'gift_card', and returning 14 matching orders rather than an empty result.
Silent normalization. The product changed the user's wording to the stored term and did not say it had done so.
Configuration and setup
How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.
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- Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
- Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
- Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.
Where this sits in the benchmark
This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.
| Level | Name | Scope |
|---|---|---|
| Benchmark | AI Database Agents → | 28 scenarios · 4 tools |
| Capability | Question Answering → | |
| Scenario | The user's wording doesn't match how the values are stored → | |
| Tool | AskYourDatabase → |
Global scenario definition → · Global capability definition → · AskYourDatabase product page →
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You run the same kind of test against your own setup and get the same behaviour.
Agree →Yours behaves differently. Tell us what you got, with a screenshot if you have one.
Disagree →Something here is wrong — a reference value, a transcription, a grade.
Report an issue →Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.
Vendor notice →The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.
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