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 – xai/grok-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 the journals:

**Medications prescribed for asthma (from Oscar Jansson's journal):**
- Budesonide 200 mcg (inhaled corticosteroid), 1 puff twice daily
- Salbutamol (Ventolin) inhaler, 100 mcg as needed (max 4x/day)
- Paracetamol 500 mg, up to 4x/day if fever persists
- Mometasone nasal spray (optional, if nasal congestion develops)

**Medications prescribed for pneumonia (from Melisa Farrow's journal):**
- IV Cefotaxime 1 g every 8 hours
- Oral Doxycycline 100 mg twice daily
- Amoxicillin-clavulanate 875/125 mg, twice daily for 5 days (upon discharge)
- Paracetamol 1g every 6 hours (in hospital) or 500 mg as needed (upon discharge) for fever and pain