Premise: "Man on a moped looking back as he crosses the street."\nHypothesis: "The man is on a moped."\nDo we know that the hypothesis entailed by the premise?
Let’s work this out in a step by step way to be sure we have the right answer.
yes
The man on a moped is part of the description of man looking back.

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So, the final answer is yes