AI checklist: field labeling
Use this checklist when AI is labeling PDF/DOCX fields.
- Ensure labels follow AssemblyLine variable naming conventions.
- Use clear nouns for parties and roles (
users,other_parties, etc.). - Use contextual date names (not generic
day,month,yearfields). - Ensure repeated fields use consistent suffix/index patterns.
- Confirm no reserved variable names are used.
- Validate field labels against expected interview logic before weaving.
- Re-check high-risk labels manually (party names, signatures, addresses, dates).
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