The reason it's Hempstead instead of these three (which are higher in the MSA listing) is because of the town of Hempstead, which consists of a bunch of towns in western Long Island, but is incorporated at a different level. It's a little unintuitive, but I chose to include it because it was in my dataset and I thought it was interesting.