CCAR-F objective 5.6 · Domain 5 · 15% of the exam
Information Provenance and Multi-Source Synthesis
Citations from the API are parsed and extracted directly, so they are guaranteed to point at text that is actually in the documents you supplied. Asking for quotes in the prompt buys no such guarantee, and that contrast is the objective's central question. Enabling them is all or nothing across the documents in a request. One architectural constraint is worth carrying in: citations and structured outputs cannot be combined and the API returns a 400, so a scenario needing both grounded quotes and a strict schema has to run two passes. On the synthesis side, conflicting sources are annotated with both values and their attribution rather than quietly resolved.
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The rest of domain 5: Context Management and Reliability
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