Does AskYourDatabase ask for clarification when a follow-up is ambiguous?
AskYourDatabase did not ask for clarification when a follow-up was ambiguous. The first answer created two distinct customer lists, and the second turn answered with a side-by-side comparison instead of asking which list was meant.
1 of 1 test case failed
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"Compare them" with two candidate setsFailEvidence
Input 1: “Compare our top 3 customers by order count against our top 3 customers by total spend.”
Input 2: “Compare them.”
The tool's reply is shown in the evidence under Proofs.
Response 1 replies to Input 1.
Response 2 replies to Input 2.
Response to input 1 Here's the comparison of your top 3 customers by order count versus total spend Response to input 2 Here's a side-by-side comparison of the two lists:
Transcribed from Proof 2 · Screenshot
Transcribed from Proof 3 · Screenshot
| ✗ | Expected: Asks which list is meant instead of silently choosing one.Found: It did not ask; it answered with a side-by-side comparison of the two lists. |
The first answer left two plausible referents, and the follow-up got a direct comparison instead of a clarifying question. That misses the requirement to ask which list was meant.
Overlap math. The overlap note says one of six customers appears on both lists.
Gendered note. The overlap note uses a male pronoun for Jae-won Park.
No new query. The second turn shows no new SQL block, so it reused the earlier result.
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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 · 11 tools |
| Capability | Conversational Interaction → | |
| Scenario | The follow-up is ambiguous → | |
| Tool | AskYourDatabase → |
Global scenario definition → · Global capability definition → · AskYourDatabase product page →
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