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-3 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, as per Oscar Jansson's treatment plan, the prescribed medications are:
- Inhaled corticosteroid (ICS): Budesonide 200 mcg, 1 puff twice daily
- Short-acting beta-agonist (SABA) rescue inhaler: Salbutamol (Ventolin) 100 mcg as needed (max 4 times/day)
- Antipyretic: Paracetamol 500 mg, up to 4 times/day if fever persists
- Nasal spray (optional): Mometasone if nasal congestion develops

For pneumonia, as per Melisa Farrow's treatment plan, the prescribed medications are:
- During hospitalization:
  - IV Cefotaxime 1 g every 8 hours
  - Oral Doxycycline 100 mg twice daily
  - Paracetamol 1 g every 6 hours for fever and pleuritic pain
  - IV fluids for mild dehydration
  - Oxygen via nasal cannula (2 L/min) during the first 12 hours
- Upon discharge:
  - Amoxicillin-clavulanate 875/125 mg, twice daily for 5 more days
  - Paracetamol 500 mg, as needed