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 – openai/gpt-4.1-mini Task | Opper AI

Input Tokens

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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, the medications prescribed are: Inhaled corticosteroid (Budesonide 200 mcg, 1 puff twice daily) and a short-acting beta-agonist (SABA) rescue inhaler (Salbutamol 100 mcg as needed, max 4 times per day). Additionally, Paracetamol is prescribed as an antipyretic for fever, and Mometasone nasal spray is optional if nasal congestion develops.

For pneumonia, the prescribed medications include antibiotics: initially intravenous Cefotaxime 1 g every 8 hours and oral Doxycycline 100 mg twice daily. After improvement, the patient was discharged with oral Amoxicillin-clavulanate 875/125 mg twice daily for 5 more days. Paracetamol is also prescribed to manage fever and pleuritic pain.