Matter-to-billing-narrative sanity

Judges: one time-entry narrative plus matter type. Questions: noul:vague - narrative too vague for client guidelines?; noul:block_billed - multiple tasks lumped?; noul:mismatch_matter - unrelated to matter?. Action: Hold entries for rewrite before invoice.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.3.97

Key facts

Vertical
Legal
Function
Legal & finance
Status
Idea
Volume
routine
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Matter-to-billing-narrative sanity”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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