Album not found when adding to library

A couple of weeks back (prior to using Roon) I added the partially released album of The War on Drugs to my library.
When the full album was released I noticed the stored album wasn’t updated with the newly released songs. Therefore I tried to remove and add again to the library, but Roon shows the error that the album can’t be found. The same occurs when I try to add it from Qobuz directly. I can still play the album (luckily).
Anyone has a good solution for fixing the library problem?