 Purman was born in 1886 at Monroeville, Indiana.His father James Nelson Purman was a merchant in Montpelier, Indiana, operating Purman, Johnston & Co.' Big Store.Purman attended preparatory school in Annapolis, Maryland, and was appointed to the United States Naval Academy.