Premise: "A woman is walking down a cold street."\nHypothesis: "A lady is walking."\nDo we know that the hypothesis entailed by the premise?
Let's be accurate as possible. Think before you answer.
yes
Another word for woman is lady and in either case they are walking.

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So, the final answer is yes