How to make MusicBrainz Picard download the right album tags?

[chirlu]

This older topic might be helpful:

Newbie here. Picard seems to be prefering tags other than the original release

I tried searching old topics but couldn’t find this question posted so I figured I’d create a new topic. I tried to drag into Picard the song “The Sign” by Ace of Base (Title and Artist already tagged) in order to tag the album and year of release. This song in particular was released as part of the album “Happy Nation” in 1992. Unfortunately after pressing the lookup button Picard identifies the song as part of the Album “The Sign (Remixes)” which only contains 5 remixed versions of the single…