Unverified50% confidenceDecision RuleExact time
For decision-critical information, structured and verifiable factual data with sources should be passed rather than natural language prose summaries.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedBy retrieving ETL/data pipeline source code on demand as context, Descriptor can generate column descriptions that are more factually grounded and less prone to hallucination.72% similarUnverifiedFactual recall in language models exhibits a layered, sequentially ordered information integration process: first locking in the type framework of the answer, then routing specific entity content to the output position.71% similarUnverifiedResults passed between Agents should use clearly defined structured data contracts (such as Pydantic models) rather than relying on natural language text parsing.69% similarUnverifiedGenerative summarization may introduce information not present in the source text — known as factual drift — because models reorganize content in their own language.68% similarUnverifiedIf a piece of content only needs to be read without triggering any logic execution, it should be a Resource67% similar
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