Mateo was born on August 19, 1866, in the Spanish city of Cintruenigo (province of Navarra). He was the son of "working class" parents, Ignacio Trincado Alfaro and Romualda Mateo de Ayala. He was a student for about eighteen months at a Jesuit school and later studied to be an electrician.
