“He Leadeth Me Beside Still Waters” was included in Waters’ Golden Harp for Sunday Schools, which was submitted for copyright deposit on April 14, 1863, by Horace Waters. It was later republished in The Athenaeum Collection of Hymns and Tunes for Church and Sunday School (New York: Horace Waters, 1863). The author of the text was Joseph H. Gilmore.