Disque enlisted in the United States Army in 1899 to serve in the Philippine-American War, rising in rank from private to first sergeant to second lieutenant in Company E, 47th Infantry, United States Volunteers, between September and November 1899.
In 1917, he resigned to become the warden of the Michigan State Prison.