Corporal Rice was a member of the 15th Infantry Regiment, 3rd Infantry Division. He was Killed in Action while fighting the enemy in North Korea on 25 March 1953.

Rice was awarded the Purple Heart, the Combat Infantryman's 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.