I just re-read the initial post and saw that the song in question was from 1966 - the official linking of the name Labrador to Newfoundland happened much later, so that would seem to eliminate the Irish Descendants' song. Seems like it's probably the Dick Nolan song, which contains the actual line quoted in the OP ...