Maybe Huntington Drive was renumbered, because my guess is 1611 Huntington Drive, which is just east of the old Oneonta Park station. The property websites give a build date of 1908, which is only a year after
GW's Herald picture. The image below is from 2009 as trees now hide half the house.
GSV