On April 23, 1961 — Art Mahaffey strikes out at least a batter in each inning, setting a club record with 17, while shutting out the Chicago Cubs, 6 – 0, in the second game of a doubleheader at Shibe Park. The Phillies win the first game behind a 1 – 0 shutout by Frank Sullivan.
Source
Baseball Reference April 23