 On March 8, 1965 Pope Paul VI appointed him as the first Territorial Prelate of Chimbote.He participated in the fourth session of the Second Vatican Council in 1965.Burke was named the Titular Bishop of "Lamiggiga" by Pope Paul on April 8, 1967.