Evidence · first-party tested

When asked about 'the top 3 from that list,' the tool covered both plausible interpretations by checking the top 3 highest spenders and the top 3 by order count; the outcomes differed materially, with 1 of 3 spenders and 3 of 3 order-count customers having unpaid orders.

◐ Mixed🧾 artifact-verifiedBasedash
Input — the actual file we sent
Best customers with unpaid-order and payment-method follow-ups
Conversational multi-table customer analysis with two follow-ups. Tests ranking by both order frequency and spend, then retaining the same top-3 customer context across unpaid-order and payment-method questions.
Output — unretouched
tool output
The observation

When asked about 'the top 3 from that list,' the tool covered both plausible interpretations by checking the top 3 highest spenders and the top 3 by order count; the outcomes differed materially, with 1 of 3 spenders and 3 of 3 order-count customers having unpaid orders.

Criterion: Ambiguity Handling · Scenario: Best customers with unpaid-order and payment-method follow-ups (group: live-database-business-questions)
Query this
get_evidence({
  tool: "basedash",
  scenario: "live-database-business-questions"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com