His paternal grandfather, Nathan Perkins Seymour, was the great-great grandson of Thomas Clap, who was President of Yale in the 1740s.
Seymour was awarded a Bachelor of Arts at King's College, Cambridge in 1904; and he earned a second B.A. from Yale in 1908.