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.

Input Tokens

Output Tokens

Duration

Cost

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 patient journals:

**Medications prescribed for ASTHMA (Oscar Jansson's case):**
- Inhaled corticosteroid (ICS): Budesonide 200 mcg, 1 puff twice daily (for long-term control)
- SABA (Short-Acting Beta Agonist): Salbutamol (Ventolin) inhaler, 100 mcg as needed, max 4x/day (rescue medication)
- Paracetamol 500 mg, up to 4x/day if fever persists (for symptom relief during concurrent viral infection)
- Mometasone nasal spray (optional, if nasal congestion develops)

**Medications prescribed for PNEUMONIA (Melisa Farrow's case):**
- IV Cefotaxime 1g every 8 hours (hospital-administered antibiotic)
- Oral Doxycycline 100 mg twice daily (additional antibiotic for atypical coverage)
- Paracetamol 1g every 6 hours (for fever and pleuritic pain)
- IV fluids (for dehydration)
- Oxygen via nasal cannula, 2 L/min (supportive treatment)
- Amoxicillin-clavulanate 875/125 mg, twice daily for 5 days (discharge antibiotic)
- Paracetamol 500 mg as needed (discharge pain relief)

The key difference is that asthma treatment focuses on bronchodilators and anti-inflammatory inhalers, while pneumonia treatment centers on antibiotics and supportive care for the bacterial infection.