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MICRO-COURSE

Extract Documents into Validated Structured Data

A checked structured-record set. Flag ambiguous values rather than inventing data and preserve source provenance.

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RECORDED WALKTHROUGHExtract Documents into Validated Structured DataNo recording published yet
01 / WATCH

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02 / UNDERSTAND

Start with the topic guide.

A checked structured-record set

This is a learning outline. A complete worked tutorial has not been published for this topic yet.

01

Define target fields

Define mandatory fields for a sample invoice

Evidence: t016/m01/evidence

02

Extract with source pointers

Extract values while preserving source-page references

Evidence: t016/m02/evidence

03

Validate uncertain values

Reject a missing date and reconcile line-item totals

Evidence: t016/m03/evidence

04

Review exceptions

Send uncertain values to manual review

Evidence: t016/m04/evidence

03 / TRY IT

Apply the micro-course

  1. Demonstrate the promised artifact
  2. Send uncertain values to manual review
  3. Independently explain and change one assumption in a checked structured-record set.
Keep your work

Flag ambiguous values rather than inventing data and preserve source provenance.; The documented failure/uncertainty is visible, and no prohibited action or unsupported success claim occurs.; The learner predicts and verifies the change; AI output is not accepted without understanding.

Check your understanding

  • Flag ambiguous values rather than inventing data and preserve source provenance.
  • Show one small example, the expected result and the reasoning behind it.
  • Record one limitation or edge case and a question to discuss with a mentor.
04 / LEARN WITH HELP

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