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.

Duration

38s

Input Tokens

5891

Output Tokens

1427

Cost

$0.00

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):
- Budesonide (inhaled corticosteroid) 200 mcg, 1 puff twice daily
- Salbutamol (Ventolin) inhaler 100 mcg, as needed (max 4x/day)
- Adjuncts noted (not core asthma control): Paracetamol 500 mg PRN fever; Mometasone nasal spray if congestion

Pneumonia (Melisa Farrow):
- IV Cefotaxime 1 g every 8 hours (inpatient)
- Doxycycline 100 mg orally twice daily (concurrent inpatient)
- Amoxicillin–clavulanate 875/125 mg orally twice daily for 5 days (post-discharge)
- Supportive: Paracetamol (1 g q6h inpatient; 500 mg PRN outpatient), oxygen, IV fluids