Sign up for the Small Screen Email Newsletter: http://vid.io/xdM Be the first to know when new episodes air on our site! Named after the Suburban Handicap horse race held in the Brooklyn's Sheepshead Bay during the 1800s, the Suburban Cocktail comes to us via the Old Waldorf-Astoria Bar Book. It was meant to celebrate men such as James R Keene who made their riches in stocks and owned a number of horses.