The Dune book timeline is being explained in various outlets, with some focusing on the entire timeline and others on specific parts, such as Dune 2 and Dune: Prophecy. The explanations aim to clarify the chronological order of the books and potentially the movies and TV shows in the franchise. It appears that the timeline may be complex, with some elements being condensed or confusing, prompting the need for clarification and annotation.