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

35s

Input Tokens

5891

Output Tokens

995

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 medications: Inhaled corticosteroid (Budesonide) 200 mcg, 1 puff twice daily; short-acting β2-agonist (Salbutamol/Ventolin) 100 mcg inhaler as needed (up to 4 times/day). Pneumonia medications: Initial inpatient antibiotics IV Cefotaxime 1 g every 8 hours plus oral Doxycycline 100 mg twice daily, followed on discharge by oral Amoxicillin-clavulanate 875/125 mg twice daily for 5 days; supportive Paracetamol 500 mg as needed for fever and pain.