Context Reasoning – openai/o4-mini 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.

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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

For asthma: In Oscar Jansson’s case, treatment included an inhaled corticosteroid—budesonide 200 mcg twice daily—and a short-acting beta-agonist (SABA), salbutamol (Ventolin) 100 mcg as needed. Paracetamol and an optional mometasone nasal spray were also advised for symptom relief. For pneumonia: In Melisa Farrow’s case, initial inpatient antibiotics were IV cefotaxime 1 g every 8 hours plus oral doxycycline 100 mg twice daily, followed on discharge by oral amoxicillin-clavulanate 875/125 mg twice daily. Paracetamol was used as needed for fever and pain.