"Have you taken a bath?"
"No. Why, did one go missing?"
Missing Bath
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Explanation
The humor comes from a misunderstanding of the question. Instead of understanding "taking a bath" as a personal hygiene action, the person acts as if the bath is a physical object that could be taken or stolen.