Hague was born in Toronto in April 1857 to Sarah Cousins and George Hague. He was educated at Upper Canada College before earning his B.A. (1880) and M.A. (1881) at University College and his D.D. at Wycliffe College. He was ordained as a priest in 1883, and married Jemima May (née Baldwin) in 1884.
