Todd, here in rural MN, the pageants are named for towns (Park Rapids, Menahga, Wadena, Sebeka, Perham, New York Mills). Each town has at least one summer festival (in non covid times.) Girls who live outside of town can participate based on where they attend school -or if homeschooled, where their mail delivery originates.
Miss Menahga and her court (varying age groups) ride on floats in parades.
So if Pennsylvania is like MN, she would be Miss Beaver Falls.