Horsepen Creek is a stream located in Caldwell County, North Carolina. It appears on the Chestnut Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,464.62 feet (446.42 m) above sea level. The nearest populated place is Mortimer, approximately 2.4 miles to the N.