the building at the back is 'Queen Elizerberth Palace'. i don't know was there any Royal family living there. but i believe that it must for Royal family. otherwise it won't called 'Palace'.
Just one seemingly dumb question here, did they have a palace in Sydney? I know OZ used to be a colony of the Great Britain, but I never know that the Royal Family has ever built a palace in OZ :P