 He was born in Brooklyn, New York, the son of oil industrialist Charles Pratt and Mary Helen Richardson.His brothers were Frederic B. Pratt, George Dupont Pratt, Herbert L. Pratt and John Teele Pratt; he was half-brother to Charles Millard Pratt.Harold Pratt graduated from Amherst College.