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Relevance 10/10Quality and QABeginner6 min read
Gold Set
A gold set is a verified benchmark set used to audit annotator quality.
Why it matters for annotators
Gold performance often determines quality gating and project eligibility.
Visual mental model
Hidden benchmark samples -> compare output -> quality score.
Examples (bad vs good)
Scenario: Real annotation scenario involving Gold Set
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.