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Graded 8 October 2026

Can BlazeSQL understand when the next question refers to the previous answer?

BlazeSQL understood the follow-up as referring to the prior answer. In the first turn, it returned the top five customers by spend. In the follow-up, it counted orders for those same five customers, kept them in the same order, and did not ask who they were again. The shown SQL carries that customer list forward in a named CTE.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 with a result
Coverage1 of 1test cases 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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"They" refers to the previous answer's setPassEvidence
What we sent

Input 1: “Who are our top 5 customers by total spend?”

Input 2: “How many orders did they place in the last 90 days?”

What the tool returned

The tool's reply is shown in the screenshots under Proofs.

Expected vs. Found
✓Expected: The follow-up should use the earlier answer's set, without re-asking who they are or silently changing the set.Found: It counted orders for the five customers from turn 1, kept their order, and asked no question back.
Supporting proof
Proof 1Screenshot
First turn asks for top five customers by total spend and shows a result grid.
Open original ↗
Proof 2Screenshot
First turn revises the query and shows a bar chart of top customers by spend.
Open original ↗
Proof 3Screenshot
Follow-up asks about those customers and shows 90-day order counts.
Open original ↗
Why this result

The follow-up was checked for whether it reused the earlier answer's set without asking again. It counted orders for the five customers from turn 1, kept their order, and the SQL carried that set forward in a named CTE.

Also observed on this row

Turn one revision. The first reply changed the customer list on its own and replaced Ingrid Sorensen with Marcus Whitfield.

Ninety-day window. The follow-up uses a 90-day window that starts on the date shown in the capture.

Tested by Ayush Ghosh · evidence dated 21 September 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
BlazeSQL
Build or version
1.8.93
Surface
Web app
Set up before the run
The first answer had to leave a small, stable set, and the follow-up had to be answerable for that same set.
Tested
21 September 2026 · Ayush Ghosh

How this scenario is graded

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How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

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 row says which 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 row 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
9 October 2026First publishedAI Database Agents v1

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Cite this result
aidemos.com/benchmarks/ai-database-agents/results/blazesql/the-next-question-refers-to-the-previous-answer · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-08

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Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Proof 1 · Screenshot ↗image/png · 88 KB
Proof 2 · Screenshot ↗image/png · 69 KB
Proof 3 · Screenshot ↗image/png · 75 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot50d6a51d91f33ea614351d90f5da24926f428e57e9f556dbad8de7073a22be48
Proof 2 · Screenshotb6f4b99d1f654586398cc8c44c4e79c660a42a3f12535e9204932ac11546194d
Proof 3 · Screenshotdde47710313778240d7b2581f564cc3c5e99a7ced101bf0d8e3cedcfae121060