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 – cerebras/qwen-3-235b-a22b-instruct-2507 Task | Opper AI

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Output Tokens

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Context

Input

Based on these journals what medications are prescribed for asthma, and what are prescribed for neumonia?

Expected output

Asthma: Budesonide (inhaled corticosteroid, maintenance treatment), Salbutamol (Ventolin) (short-acting beta-agonist rescue inhaler) ; Pneumonia: Cefotaxime (IV antibiotic), Doxycycline (oral antibiotic), Amoxicillin-clavulanate (oral antibiotic after discharge)

Model output

Based on the journals: For asthma, the prescribed medications are Budesonide (inhaled corticosteroid) for daily use and Salbutamol (Ventolin) as a rescue inhaler. For pneumonia, the prescribed medications are initially IV Cefotaxime and oral Doxycycline, followed by oral Amoxicillin-clavulanate for continued outpatient treatment.