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You are building a structured data extraction system using Claude.

You are building a structured data extraction system using Claude. The system extracts information from unstructured documents, validates the output using JavaScript Object Notation (JSON) schemas, and maintains high accuracy. It must handle edge cases gracefully and integrate with downstream systems.

Your pipeline uses a tool called extract_metadata with a JSON schema for paper details. You’ve also defined lookup_citations and verify_doi tools for enrichment. During testing, you notice that when users include requests like “extract the metadata and tell me how cited it is,” Claude sometimes calls lookup_citations first, which fails because it needs the DOI that extract_metadata would provide.

What’s the most effective way to ensure structured metadata extraction happens first?

A.

Set tool_choice to {"type": "tool", "name": "extract_metadata"} and process the enrichment requests in subsequent turns after receiving the extracted metadata.

B.

Set tool_choice to "auto" and reorder the tool definitions so extract_metadata appears first in the tools array, since Claude prioritizes earlier-listed tools.

C.

Set tool_choice to {"type": "tool", "name": "extract_metadata"} for every API call in the pipeline, ensuring Claude always extracts metadata before any enrichment can occur.

D.

Set tool_choice to "any" so Claude must use a tool, combined with system prompt instructions prioritizing extract_metadata .

Anthropic CCAR-F Summary

  • Vendor: Anthropic
  • Product: CCAR-F
  • Update on: Jul 12, 2026
  • Questions: 60
Price: $52.5  $149.99
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