 During World War II, Reinhart was interned at Los Baños, Laguna, with the rest of the American Brothers.He would be freed by American troops in 1945 but would refuse to be returned to the United States.Reinhart stayed in the Philippines to rehabilitate De La Salle College and was appointed its President in 1945.