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.

100
Duration
10s
Input Tokens
5970
Output Tokens
633
Cost
$0.00
Context
Input
Melisa and Oscar, are brothers who have asthma, when was their asthma first diagnosed?
Expected output
There is no information that Melisa and Oscar are siblings. The text only mentions that Oscar had mild seasonal asthma diagnosed around age 10, and there is no information about Melisa's asthma diagnosis.
Model output
Oscar Jansson's asthma was first diagnosed in childhood around the year 2000 (age 10), as confirmed by historic records retrieved during his 2025 case. Melisa Farrow's medical context shows no mention of asthma diagnosis; her 2025 hospitalization was due to pneumonia, not asthma.