When exactly did Argentina ever control the Falklands though?

The wiki page goes into detail. However, besides having their own people on the island at some points, they claim ownership via inheritance from Spain when they won their independence from Spain, and the Spanards had been on the island before anyone else.

The U.N. actually agreed with Argentina, and asked Great Britain to give the islands back to them.