Yes, that would be the family. According to my information, Eben (George, Edward)Elsemore and Elizabeth Kelly had 5 children:
Dexter Everett Franklin F. Annie Loretta Charlotte May Vernon Cyril
Do you have any information on Eben's grandparents, Edward Elsemore and Ruby Pineo? The death record of Eben's father, George F. Elsemore, gives Edward's birthplace as Plantation 18, Maine, which I can't find in my DeLorme's Maine Atlas, while his mother Ruby Pineo's birthplace is given as Topsfield. Also, who is George F. Elsemore's wife, Eliza?
Another Elsemore family I am researching is that of Ephraim Elsemore and Maria Burbank of Machias, parents of William H. Elsemore who married Hannah Yeaton. I also keep coming across a James Elsemore and an Urban Elsemore, who must fit in here somewhere.