Frank Prescott Norton (June 9, 1845 – August 1, 1920) was an American professional baseball player, who played in one game for the Washington Olympics on May 5, 1871.

He struck out in his only at-bat and played third base and outfield in the game.

He made an error at third, on his only recorded fielding chance.

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