Turner moved to Philadelphia after the war. A member of the Society of the Cincinnati, he was secretary of their second general meeting, held in Philadelphia in May 1787.
Following the war, Turner shifted his residence to Philadelphia. As a member of the Society of the Cincinnati, he played a role in organizing their second major gathering, which took place in Philadelphia in May 1787.