The Annotated Sherlock Holmes: The Four Novels and the Fifty-six Short Stories Complete.
Editor: William S. Baring-Gould.
Comprehensive collection of Sherlock Holmes stories with the second column being an annotation explaining references with which the reader may be unfamiliar. (Google Books.)