Gin Branch is a stream located in Natchitoches County, Louisiana. It appears on the Bellwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 146.12 feet (44.54 m) above sea level. The nearest populated place is Bellwood, approximately 1.7 miles to the N.