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 – anthropic/claude-sonnet-4 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

Based on these journals:

**For Asthma (Oscar Jansson's case):**
- Budesonide 200 mcg inhaler (inhaled corticosteroid) - 1 puff twice daily
- Salbutamol (Ventolin) 100 mcg inhaler (rescue bronchodilator) - as needed, max 4x/day
- Paracetamol 500 mg - up to 4x/day for fever
- Mometasone nasal spray (optional) - for nasal congestion

**For Pneumonia (Melisa Farrow's case):**
- IV Cefotaxime 1g every 8 hours (inpatient treatment)
- Oral Doxycycline 100 mg twice daily (inpatient treatment)
- Amoxicillin-clavulanate 875/125 mg twice daily for 5 days (discharge medication)
- Paracetamol 1g every 6 hours for fever and pain management
- IV fluids and supplemental oxygen (supportive care during hospitalization)