Evidence · first-party tested

It retains the pending-paid edge-case context, but narrows 'same breakdown' to that metric rather than repeating the full order-stage breakdown from the earlier turn.

Output — unretouched
tool output
Output — unretouched
tool output
The observation

It retains the pending-paid edge-case context, but narrows 'same breakdown' to that metric rather than repeating the full order-stage breakdown from the earlier turn.

Criterion: Follow-Up Context · Scenario: Order pipeline breakdown with pending-but-paid edge case and last-month comparison (group: live-database-nl2sql)
Query this
get_evidence({
  tool: "askyourdatabase",
  scenario: "live-database-nl2sql"
})
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