Question: Where is the unincorporated community and census-designated place which The New York Stakes is been held annually located
Sentence (from "Elmont, New York"): Elmont is an unincorporated community and census-designated place (CDP) located in northwestern Hempstead in Nassau County, New York, United States, along its border with the borough of Queens in New York City.
Relevant evidence: Yes