The Little Town That Isn't On The Map may not be the one, but has a similar theme.

Title: The Little Town That Isn't On The Map.
Composer, Lyricist, Arranger: Words and Music By Chas. E. Baier.
Publication: Philadelphia: Blasius & Sons, 1016-1018 Chestnut St., 1905.
Form of Composition: strophic with chorus
Instrumentation: piano and voice
First Line: In a Pullman palace grand, sat a merry little band, They were drummers and to pass the time away
First Line of Chorus: I seem to hear the chiming of the distant chapel belles across the fields of waving corn

~Masato