Born in Newark, New Jersey, Kilgore attended Andrew Jackson High School where he played basketball with a young Bob Cousy.
Lahir di Newark, New Jersey, Kilgore masuk Andrew Jackson High School dimana ia bermain basket dengan Bob Cousy muda.