An extraction pipeline processes technical manuals. A specific manual lists two conflicting battery…

Question

An extraction pipeline processes technical manuals. A specific manual lists two conflicting battery capacities: one in the text and a different one in a detailed specs table. Historical data shows the specs table is correct 90% of the time. How should the extraction schema handle this?

Accepted Answer

D. Change the field to capture all conflicting values along with their source locations to preserve provenance for downstream reconciliation.

Answer

A. Halt processing and flag the document for manual correction before extraction.

Answer

B. Use a single-value schema and prompt the model to pick the most likely correct value.

Answer

C. Hard-code a rule to always extract the value from the specs table.

Question 231