Contributors will:
Extract field-level data from general-domain documents and complete structured forms
Provide citations and confidence scores for all extracted values
Review and validate model-generated outputs
Identify, flag, and redact PII according to guidelines
Generate edge-case examples to test model robustness
Apply schema and rubric standards consistently
Report ambiguities, inconsistencies, or unclear instructions
Support occasional refinement of schema definitions or task rules
Requirements
Prior experience with data annotation, structured data workflows, or quality assurance
Strong English comprehension across general text categories
Familiarity with form fill, document interpretation, and data validation
Ability to follow detailed rubrics and maintain high attention to detail
Comfort working in web-based annotation tools and adhering to operational guidelines
Additional Instructions
Contributors will:
Extract field-level data from general-domain documents and complete structured forms
Provide citations and confidence scores for all extracted values
Review and validate model-generated outputs
Identify, flag, and redact PII according to guidelines
Generate edge-case examples to test model robustness
Apply schema and rubric standards consistently
Report ambiguities, inconsistencies, or unclear instructions
Support occasional refinement of schema definitions or task rules
