 Born in North St. Louis to Irish-American parents, Colbeck joined Egan's Rats in his late teens.In between his gangster jobs, Colbeck trained to work as a plumber.His work in this field resulted in his nickname of "Dinty" or "Dint", as he was most usually called by associates.