Templeville is a town in Caroline County and in Queen Anne's County, Maryland, United States. Templeville is located near the Maryland-Delaware line. The population was 138 at the 2010 census. It was known as Bullock Town until the name was changed in 1847. The name Templeville derives from the Temple family, whose most famous member was Governor William Temple of Delaware.