Spatial catalytic acid–base–Pd triple-sites of a hierarchical core–shell structure have been successfully constructed for a three-step reaction, and exhibited excellent catalytic activity and stability. A catalytic mechanism has been systematically studied via single one- and two-step reactions, and possible molecular reactions have been proposed.