Context Reasoning – anthropic/claude-opus-4.1 Task | Opper AI

Context Reasoning

Context understanding and reasoning tasks test accurate answers grounded in provided context. This capability is essential for knowledge-base support bots, policy lookup systems, and internal knowledge Q&A applications. Models are evaluated on their ability to provide accurate answers that are properly grounded in the given context rather than hallucinating information.

Input Tokens

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Output Tokens

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Duration

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Context

Input

What did the childhood medical records confirm about Oscars past health?

Expected output

He had mild seasonal asthma diagnosed around age 10, with wheezing during pollen season that resolved by age 12

Model output

The childhood medical records confirmed that Oscar had a mild seasonal asthma diagnosis when he was 10 years old (around 2000-2001). The records noted that he experienced occasional wheezing episodes during pollen season, which resolved by age 12. No long-term treatment was initiated at that time, and no chronic management was pursued. This historical information reinforced the current diagnosis of mild persistent asthma and explained why Oscar had a positive response to the asthma treatment prescribed by Dr. Nyström.