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.

Context Reasoning – gcp/gemini-2.5-flash-lite Task | Opper AI

Input Tokens

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Output Tokens

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Duration

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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 the provided journals:

For asthma (Oscar Jansson's case):

*   **Inhaled corticosteroid (ICS):** Budesonide 200 mcg, 1 puff twice daily
*   **SABA (rescue inhaler):** Salbutamol (Ventolin) inhaler, 100 mcg as needed (maximum 4 times per day)
*   **Antipyretic:** Paracetamol 500 mg, up to 4 times per day if fever persists
*   **Nasal spray (optional):** Mometasone if nasal congestion develops

For pneumonia (Melisa Farrow's case):

During hospitalization:

*   **Intravenous antibiotics:** Cefotaxime 1 g every 8 hours
*   **Oral antibiotics:** Doxycycline 100 mg twice daily
*   **Pain/Fever management:** Paracetamol 1g every 6 hours
*   **Supportive care:** IV fluids, Oxygen via nasal cannula (initially)

Upon discharge:

*   **Oral antibiotics:** Amoxicillin-clavulanate 875/125 mg, twice daily for 5 more days
*   **Pain/Fever management:** Paracetamol 500 mg, as needed