Tenmile River is named for the waterway of the same name adjacent to the station as well as north of the grade crossing with Sinpatch Road, and is in nearly the same spot as the State School station (named for a nearby institution for the developmentally disabled, now Taconic Developmental Center) which was closed with Penn Central's abandonment of passenger service north of Dover Plains in 1972.