High Quality Content by WIKIPEDIA articles! The Hollywood Oaks is an American Thoroughbred horse race run annually during the first week of June at Hollywood Park Racetrack in Inglewood, California. The Grade II event is open to three-year-old fillies. A race on dirt at a distance of one and one-sixteenth miles, since 2006 it has been on Cushion Track synthetic dirt.