Township of Rinehart is a civil located in Dickinson County, Kansas. It appears on the Kansas Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,287.16 feet (392.33 m) above sea level. The nearest populated place is Chapman, approximately 4.5 miles to the NNW.