Long Branch is a stream located in Pontotoc County, Mississippi. It appears on the Houlka USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 327.22 feet (99.74 m) above sea level. The nearest populated place is Pannell, approximately 3.0 miles to the NW.