In the "Borough of Broker," in the "Hove Beach" neighborhood, stands "Johnson's," the "Home of the Wiener":

Warp to the real world, and you're in Brooklyn, at Coney Island, standing across the street from Nathan's, the scene of the annual July 4 hot dog eating contest you may have seen on ESPN:
Taco Bell, of course, isn't native to New York City, but it's funny to see a spoofed version of it in GTA IV. This one is in the "Borough of Dukes".

Photograph from Soundman1024 on Flickr
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