Wanblee, South Dakota. Wanblee (Lakota: Waŋblí Hoȟpi; Golden Eagle Nest) is a census-designated place on the Pine Ridge Indian Reservation, located in Jackson County, South Dakota, United States. The population was 725 at the 2010 census, and virtually all of whom are members of the Oglala band of Lakota Sioux.