Detect a new source contradicting existing doctrine

Judges: A claim from a new source and a candidate existing doctrine claim. Questions: choice:relation - supports, extends, contradicts, unrelated; noul:supersedes_existing_note. Action: Code opens a destruction-half review item (supersede, prune, retire) for contradicts and super

CA clean typed decision with low volume or low value, or too vague to act on.3.24

Key facts

Vertical: Cross-industry
Function: Research & education
Status: Idea
Volume: occasional
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 “Detect a new source contradicting existing doctrine”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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