Gum Creek is a stream located in Alamance County, North Carolina. It appears on the Burlington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 474.62 feet (144.66 m) above sea level. The nearest populated place is Bellemont, approximately 0.8 miles to the SE.