Not from Long Island but New England so close enough.... ;)
A real Long Island Iced Tea, made by a bar, is 5 alcohols--Vodka, Gin, Rum, Tequila, and Triple Sec--and a splash of coke for color... I'm fairly certain that's the real "black book" recipe.
Unfortunately, many chains make their own...