Private First Class Purcell was a member of the 31st Infantry Regiment, 7th Infantry Division. He was Killed in Action while fighting the enemy in North Korea on 14 October 1952.

Purcell was awarded the Purple Heart, the Combat Infantryman Badge, the Korean Service Medal, the United Nations Service Medal, the National Defense Service Medal, the Korean Presidential Unit Citation and the Republic of Korea War Service Medal.