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Relevance 7/10Text and NLPIntermediate6 min read
Locale Sensitivity Labeling
Locale sensitivity labeling evaluates cultural and regional appropriateness of outputs.
Why it matters for annotators
Locale-aware quality is critical for multilingual global products.
Visual mental model
Input locale -> response cultural fit assessment.
Examples (bad vs good)
Scenario: Real annotation scenario involving Locale Sensitivity Labeling
Bad: Labeling quickly without applying project rubric.
Good: Applying rubric criteria, documenting rationale, and escalating uncertainty.
Common mistakes
- Skipping guideline details for edge cases.
- Applying inconsistent criteria across similar samples.
- Avoiding escalation even when uncertain.
Submission checklist
- Read the latest guideline update before each batch.
- Apply rubric dimensions explicitly in each decision.
- Escalate ambiguous items with concise rationale.