George M. Cohan’s “Give My Regards to Broadway” has the line “Remember me to Herald Square,” a specific location.
Loudon Wainwright III’s “Uptown” has a lot of specific mentions:
It’s a bit dated, but the “Allied Chemical News” is a reference to Times Square; the Allied Chemical Building was there in the 60s, and had a news ticker outside it.
From **On the Town **(many of these were gone when the show was written).
I’m trying to think of songs that mention a specific building. If you expanded this to include entire housing projects, that opens up a lot of hip hop.
“This ain’t the Mudd Club/Or CBGBs” – Talking Heads, Life During Wartime
“You think it’s swell playing Max’s Kansas / You’re looking bored and you’re acting flash” – Sex Pistols, New York
“I remember you well in the Chelsea Hotel / you were talking so brave and so sweet” Leonard Cohen, Chelsea Hotel #2
"Me moving over there and then me moving over here / The name of this routine is called “Live At Union Square” – Boogie Down Productions, “The Bridge Is Over”
“They tried again outside in Cedar Park / Power from a street light made the place dark” --BDP, “South Bronx”
“Shea Stadium the radium E M D squared / Kicked out of the Palladium you think that I cared?” --Beastie Boys, The Sound of Science
“In the corner of my eye / I saw you in Rudy’s / You were very high” – Steely Dan, Black Cow (Rudy’s Bar and Grill at 627 9th Ave)
"Next I took the Express to 86th and Lex
Flexed my Metrocard back in my wallet and
Walked to the Metropolitan, The Great Hall
Had hundreds of boys straight out of Eightball
…I hope they don’t catch us in the Lila Acheson
Wallace Wing when Paulus brings the mattress in–rudely
He backlashed my booty like I was Susan Faludi
over the Grace Rainey Rogers Room rostrum"
–MC Paul Barman, I’m Fricking Awesome
There’s a Dave Van Ronk songs called “Gaslight Rag” that’s all about the folk club. There’s also a jazz tune called “Lullaby of Birdland” about the jazz club – probably a lot more of those. I think there’s a Weather Report tune called “Birdland.”)
Looks like there’s a couple of songs named after “Grand Central Station.” The Mary Chapin Carpenter one mentions “I made my way out onto forty-second street.”