Explore details about location Tupelo. Tupelo is a location situated within the Spartanburg County alongside other areas such as Rowan Street, Montell Drive, Brackett Drive. Additionally, some smaller parts of Tupelo include specific areas like State Highway 101 adding to the diversity of its landscape.