It is named for Zachary Taylor, the 12th President of the United States, who is buried there with his wife, Margaret Mackall Smith Taylor.
Tempat tersebut mengambil nama dari Zachary Taylor, Presiden Amerika Serikat ke-12, yang dikubur disana dengan istrinya, Margaret Mackall Smith Taylor.