Town of Granite Falls is a civil located in Caldwell County, North Carolina. It appears on the Granite Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,190.94 feet (363.00 m) above sea level. The nearest populated place is Granite Falls, approximately 0.4 miles to the W.