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-5 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

Asthma (Oscar Jansson):
- Budesonide 200 mcg inhaled, 1 puff twice daily (inhaled corticosteroid)
- Salbutamol (Ventolin) inhaler 100 mcg as needed, max 4x/day (SABA rescue)
- Paracetamol 500 mg, up to 4x/day if fever persists (antipyretic)
- Mometasone nasal spray, optional if nasal congestion develops (nasal corticosteroid)

Pneumonia (Melisa Farrow):
- Cefotaxime 1 g IV every 8 hours (inpatient)
- Doxycycline 100 mg orally twice daily (added inpatient)
- Amoxicillin–clavulanate 875/125 mg orally twice daily for 5 days (post-discharge)
- Paracetamol 1 g every 6 hours inpatient for fever/pain, then 500 mg as needed after discharge