" World's Largest Outdoor Cocktail Party " Kastelz claimed he came up with the name after seeing a drunk, stumbling fan offer an alcoholic beverage to an on-duty police officer. The " Cocktail Party " nickname proved so popular that the City of Jacksonville used it for many years.