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Graded 12 October 2026

Can Basedash find matching records when the user uses a synonym?

Basedash understood the gift-voucher request and returned all 14 matching orders. Their total was USD 16,806.08, the stated reference total, and two were cancelled.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

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Category asked by the user's synonymPassEvidence
What we sent

“Show me all orders paid with a gift voucher.”

What the tool returned

Found 14 orders paid with a gift voucher, recorded as gift_card. All amounts are in USD; cancelled orders are included.

Transcribed from Proof 1 · Screen recording at 0:14

Expected vs. Found
✓Expected: Return the 14 matching orders even though the request uses a synonym for the stored payment category.Found: The answer and the stated reference both had 14 orders totalling USD 16,806.08, including two cancelled orders.
Supporting proof
Proof 1Screen recording
Screen recording: the gift-voucher question, 14-order answer and generated query
Key moments
Open original ↗
Why this result

Without synonym hints, Basedash queried the stored gift-card category. The returned orders totalled USD 16,806.08, the reference total, establishing that it retrieved the intended orders rather than treating the unfamiliar wording as an empty result.

Also observed in this test case

Query preview is shorter. The query panel previews 3 of 14 rows; the answer table contains all 14.

Tested by Ayush Ghosh · evidence dated 12 October 2026

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.

Software that produced the output
Basedash
Build or version
Not exposed by the hosted product
Plan or tier
Free trial
Surface
Web app
Set up before the run
Orders paid with gift vouchers had to be stored under the gift-card payment category, with no synonym mapping anywhere in the environment.
Instructions and synonym hints
none supplied
Tested
12 October 2026 · Ayush Ghosh

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The rules
  • 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

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History of this result

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from the publication record
10 November 2026First publishedAI Database Agents v1

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Cite this result
aidemos.com/benchmarks/ai-database-agents/results/basedash/the-users-wording-doesnt-match-how-the-values-are-stored · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-12

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Verify the proof files

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File fingerprints (SHA-256)

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Proof 1 · Screen recording6f141ffc8866e413b19adeefa1a34673ac954ef8e4fb0504ad40f93db27054c3