Map of Nelson Mandela Bay Ward 31. Nelson Mandela Bay Metropolitan Municipality, Eastern Cape, South Africa. In the vicinity, you can find, among other things: quarter: 1; religion: 1; school: 1; kindergarten: 1. In Nelson Mandela Bay Ward 31, there are 139 streets.