Considering there are "Bowling Green" towns in many states, I was going to be initially skeptical about it being about KY, but Yes, it IS !!!
BG is about an hour away, Greenville 58 min (53.1 mi) via KY-70 E and I-165 to BG Evidently they must have had acquaintance with Girls from BG?