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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, year fields).
  • 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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