I lived in that area as a child, when it was called Harlem. I think Morningside Heights is the high part, to the west of Morningside Park, as is seen on this map. Harlem is to the east. Bloomingdale is the earlier name of Morningside Heights. It was the name of the asylum on the property that Columbia purchased for its move uptown early in the last century.