The follow-up is ambiguous
A follow-up could refer to more than one plausible set from the previous turn.
What this scenario means
This scenario tests whether the agent notices ambiguous reference in conversation. When the previous reply produced more than one plausible set, a good agent does not guess which one is meant. It asks for clarification and waits for the user to choose a referent before continuing.
What we evaluate
- Whether the agent recognises that the follow-up could refer to more than one prior set.
- Whether it asks for clarification instead of selecting one referent implicitly.
- Whether it avoids treating one candidate set as established before the ambiguity is resolved.
Capabilities this scenario exercises
A scenario may exercise one or more capabilities.
Conversational Interaction
Holds a working session rather than a series of isolated queries: context carried, questions refined, direction changed, ambiguity raised.
Benchmarks that use this scenario
A scenario has global identity and may be reused across benchmarks.
AI Database Agents
Which AI database agent answers business questions about a live relational database correctly — in the company's own terms, and honestly when the data cannot answer?