One might as well be hanged for a sheep as a lamb

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Punishment for a small crime is the same as a larger one, so there is no reason not to do the worse one

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John Ray's 1678 collection. This expression alludes to the old punishment for stealing sheep, which was hanging no matter what the age or size of the animal.