I was using Wallpaper wizard for just one wallpaper, so I went to get it out of the application support. Turns out it's super easy to find where that is. Thanks to Nimesh Neema in this stackoverflow post.
osascript -e 'tell app "finder" to get posix path of (get desktop picture as alias)'