I fell into the same trap as qwwrty and was assuming albums:

American Idiot (Green Day)
Lincoln (TMBG)
Thornhill (Fruvous)

But songs?

Beverly Hills (Weezer)
California Sun (Gin Blossoms)
Canadian Rose (Blues Traveler)
Carolina Blues (Blues Traveler)
Hot 'Lanta (Allman Bros.)
Statesboro Blues (Allman Bros.)
Michigan Militia (Fruvous)

And the ones that don't quite work:

Brookyln (Owes The Charmer Under Me) (Steely Dan)
Fairytale of New York (The Pogues)
Lullaby of London (The Pogues)
Istanbul (Not Constantinople) (TMBG)
Road Movie To Berlin (TMBG)
Riot on Broad Street (Bosstones)