This does seem slightly unfair, as somebody else has noted above. It's not Newcastle's fault it's a banger.
Having said that, I've just found out that the actual tune that Blaydon Races is set to is an American tune called Brighton (as in Brighton Massachusetts), so clearly it should have been...