Gold Mine Branch is a stream located in Montgomery County, North Carolina. It appears on the Badin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 296.15 feet (90.27 m) above sea level. The nearest populated place is Uwharrie, approximately 0.9 miles to the E.