Opper

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.

Context Reasoning – fireworks/glm-4.5-air Task | Opper AI

Input Tokens

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Output Tokens

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Duration

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Cost

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Context

Input

What was the final diagnosis given to Oscar?

Expected output

Mild persistent asthma, with a secondary diagnosis of suspected viral upper respiratory infection

Model output

Oscar's final diagnosis was Mild persistent asthma (J45.30, ICD-10) as the primary diagnosis, with a secondary diagnosis of suspected viral upper respiratory infection (J06.9, ICD-10). This diagnosis was confirmed after reviewing his pulmonary function tests (which showed reversible airway obstruction consistent with asthma) and supported by elevated IgE levels and eosinophil count, as well as his childhood records indicating a history of mild seasonal asthma.