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

Return the Re-examination of the patient admitted to the hospital 2025-05-20 at 09.10

Expected output

Temperature: 38.8°C, Pulse: 102 bpm, Respiratory Rate: 22/min, O2 Sat: 93% (room air), BP: 114/68, Appearance: Pale, visibly unwell, clutching left side with each cough, Auscultation: Clear crackles LLL (Left Lower Lobe), slightly diminished breath sounds in same area, Percussion: Dullness confirmed, CRP: 98 mg/L, CBC:, WBC: 13.7 x10⁹/L (elevated), Neutrophils: 9.6 x10⁹/L, ECG: Sinus tachycardia, no ischemia, Chest X-ray (STAT reading):, Infiltrate in left lower lobe, mild pleural effusion, Consistent with community-acquired pneumonia

Model output

The patient, Melisa Farrow, was re-examined on 2025-05-20 at 09:10 due to early deterioration, including chills, increased pain when breathing, dizziness, and a fever of 38.5°C. During the re-examination, her vital signs were as follows: temperature 38.8°C, pulse 102 bpm, respiratory rate 22/min, oxygen saturation 93% on room air, and blood pressure 114/68. Physical examination revealed she appeared pale and unwell, with crackles in the left lower lobe (LLL) and slightly diminished breath sounds. Percussion confirmed dullness over the LLL. Laboratory results showed elevated CRP (98 mg/L) and white blood cell count (13.7 x10^9/L), with a left shift. The ECG indicated sinus tachycardia. A STAT chest X-ray showed an infiltrate in the left lower lobe with mild pleural effusion. Based on these findings, the diagnosis was confirmed as acute community-acquired pneumonia (CAP) in the left lower lobe with pleuritic chest pain, leading to the patient's admission to the hospital for treatment.