Exam CCA-F Topic 1 Question 101 Discussion

Actual exam question for Anthropic's CCA-F exam
Question #: 101
Topic #: 1
To extract metadata from a highly variable set of invoices, you use an enum field for document_type. How should you handle unexpected document types to maintain extraction quality?

Suggested Answer: A Vote an answer

To handle ambiguous or unexpected data during structured extraction, schemas should include an 'other' (or 'unclear') enum value paired with a detail string field. This prevents the model from forcing unexpected data into incorrect predefined categories.

by Penny at Sep 03, 2026, 11:50 PM

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