Coldspring Branch is a stream located in Benton County, Tennessee. It appears on the Seventeen Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 425.01 feet (129.54 m) above sea level. The nearest populated place is Holladay, approximately 1.8 miles to the ESE.