Build a prompt that pulls clean structured data from messy text.
AI & PromptingCoding💾 0 savesby PromptChief Team
Build a prompt that extracts structured data from text.
WHAT I'M EXTRACTING FROM: [[SOURCE_TYPE]] (emails, reviews, resumes, receipts…)
FIELDS I NEED: [[FIELDS]]
OUTPUT FORMAT: [[FORMAT]] (JSON, CSV, table)
Produce:
1. A precise extraction prompt with the schema/fields defined
2. Rules for missing or ambiguous data (null vs skip vs best-guess)
3. 1–2 examples (input → desired output)
4. Handling for multiple records in one input
5. A note on validating the output
Make it reliable enough to run in a loop.