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The Astor Cup Race was an American auto racing event, first run in 1915 at the Sheepshead Bay Speedway at Sheepshead Bay, New York. The winner's trophy was donated by Vincent Astor, whose name and connections ensured the attendance of members of New York City's fashionable and wealthy elite.