Do you hold South African permanent residence?
Every route to citizenship through marriage runs through permanent residence first; marriage alone confers nothing. A relative's or spousal visa is temporary, not permanent residence. Your permit says which it is on its face, and Home Affairs can confirm it if the document is lost.