Question: What county are Elmont, New York and Hempstead, New York located in?
Sentence (from "Hempstead, New York"): Hempstead is one of the three towns in Nassau County, New York, United States, occupying the southwestern part of the county, in the western half of Long Island.
Relevant evidence: Yes