Its False.
The Cape of Good Hope is located at the southern tip of the Cape Peninsula, which is also home to Cape Town, the legislative capital of South Africa. The Cape was originally named the Cape of Storms in the 1480s by the Portuguese explorer Bartolomeu Dias.