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This paper introduces CAPRI, a dataset to evaluate whether LLMs can infer a user's cultural background from conversational cues and adapt their responses (e.g., using appropriate measurement units). Experiments show LLMs can infer cultural context but often fail to apply it unless explicitly prompted.