Gold Mine Branch is a stream located in Graham County, North Carolina. It appears on the Tapoco USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,625.59 feet (495.48 m) above sea level. The nearest populated place is Yellow Creek, approximately 2.8 miles to the ENE.