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

24s

Input Tokens

5891

Output Tokens

709

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 prescribed:
• Budesonide inhaler (controller)
• Salbutamol/Ventolin inhaler (reliever)

Pneumonia medications prescribed:
• Cefotaxime (IV antibiotic)
• Doxycycline (oral antibiotic)
• Amoxicillin-clavulanate (oral antibiotic for completion at home)

Paracetamol was also given to both patients, but only for fever/pain control, not as primary therapy for asthma or pneumonia.