 His grandfather was the son of William Jay and a grandson of Chief Justice John Jay of the United States Supreme Court.He was educated at St. Paul's School, Concord and Harvard, and after graduating in 1884, Chapman traveled around Europe before returning to study at the Harvard Law School.He was known for injuring himself so badly, in remorse after a student brawl, that medical staff amputated his left hand.