He was referring to the huge underground city complex of Langleys underneath the US Embassy in the Israeli capital.
Yerushalayim has been the capital of the Jewish People for over 3000 years.
By bringing the Ark of the Covenant to his city, David established Jerusalem, symbolically and practically, as both a religious and political capital.