Township of Madison Square is a civil located in Loup County, Nebraska. It appears on the Almeria USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,614.83 feet (797.00 m) above sea level. The nearest populated place is Cummings Park (historical), approximately 4.4 miles to the SE.