Rhythmbox won't update edited files

[medillin]

I'm going through and editing some of my track, album and artist names in my music library, basic housecleaning stuff. Anyhow, the changes made to the music files are not updating inside of Rhythmbox. I noticed that all of the files I made changes to are ending up in the "Missing Files" library in Rhythmbox but I'm still able to locate and play those files in the music library. It seems like a pretty simple concept. Change audio file name = New name appears in rhythmbox. Anyone else have the same issue?

Thanks