Compound documents are basically documents that contain data from more than one application. When viewing the document, you can see and edit the data from both applications.
For example, a compound document could be a text document from a word processor that contains a picture from a painting application. In OLE/COM terminology, the word processor is the container application and the painting application is the server application.