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-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

Asthma (Oscar Jansson):
- Inhaled corticosteroid (ICS): Budesonide 200 mcg, 1 puff twice daily
- Short-acting beta agonist (rescue): Salbutamol (Ventolin) inhaler, 100 mcg as needed (max 4x/day)
- Supportive/other: Paracetamol (antipyretic) recommended if fever; nasal mometasone listed as optional for nasal symptoms

Pneumonia (Melisa Farrow):
- Inpatient antibiotics: IV Cefotaxime 1 g every 8 hours; oral Doxycycline 100 mg twice daily (used in hospital)
- Discharge/ oral antibiotic: Amoxicillin–clavulanate 875/125 mg, twice daily for 5 days
- Supportive: Paracetamol (1 g q6h in hospital, 500 mg PRN after discharge), oxygen (short-term), IV fluids