Wichita, KS
Back in Spain during my college years, my friends and I used to goof and pretend we were talking in English (which was only vaguely true), and we always used Wichita in our sentences—We thought it was in Texas, and years later, when I moved to the US, I discovered it was the [largest city in] Kansas.
Miguel
New York, NY