This thing is great! Click through for photo of side B. Oh, and the Internet Archive offers a listen.
Naturally there is a Vogue Picture Record Collectors Association, where you can learn more.
Vogue picture records are phonograph records on the “Vogue” label which have a picture (an artist’s illustration) embedded in the transparent vinyl of the record. The illustrations on each side of the record are usually related to the title of the song on that side. Vogue picture records were of a very high quality, with little surface noise. The records were produced using a complicated process whereby a central core aluminum disc was sandwiched between the paper illustrations and vinyl.