Former archbishop Desmond Tutu's home was robbed while he was away at the Mandela memorial.
A police statement said: "At this stage, we cannot give further details, as the investigation into the matter is still ongoing. No arrests have been made as yet."
The 82-year-old was also burgled at home August as he and his wife slept inside. Both were unhurt.