Explore details about location Sterling Drive. Sterling Drive is a location situated within the Kings County alongside other areas such as East 38th Street, 82nd Street, Narrows Avenue. Additionally, some smaller parts of Sterling Drive include specific areas like Belt Parkway adding to the diversity of its landscape.