Templeton Creek is a stream located in Union County, Indiana. It appears on the Whitcomb USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 743.55 feet (226.63 m) above sea level. The nearest populated place is New Fairfield, approximately 1.6 miles to the NNE.