I've located the obits for Alice, John & Francis (Frank) Denney. The death year on Alice's headstone is a year too late. She and John died 11 days apart of Typhoid Fever in December of 1915. Little Frank died of some kind of heart condition before his 9th birthday.
(update above rec'd 7/18/2016 from FAG contributor DJ)