Commit to an Ambiguity Log
Create a specific commitment to capture and use ambiguity instead of losing it in chat.
Use an ambiguity log during a live data-labeling batch. A labeling project with repeated Slack questions, unresolved edge cases, or shifting guideline decisions. I will log [number] ambiguous labeling items from [batch or queue] by [time]. For each item I will capture example ID, provisional label, rule gap, owner, and next action. I will review the log with [person/team] and convert at least one repeated ambiguity into a guideline update or escalation rule. Review whether the log captured real examples and produced at least one update. A production labeling queue has repeated edge cases but no central ambiguity log A…
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