There are two main candidates for the shortest sentence in the English language:'Go!' and 'I am'.
My vote is for 'Go!' It has an active verb, an implied subject and a clear meaning. I am only has meaning when used as an answer to a question: Who is going to the Moon this morning? I am. In any case, two words beats three!
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