Chris, they don't send you a PDF - you have to get it yourself at Smithsonian Global Sound. But the wonderful thing is that all the liner notes for almost all the Folkways albums are available for free, so you cna download the lost notes for your LPs.
Search for an album, and then click on the link that says "download liner notes."
-Joe-