The smoking gun was the discovery of the Sagittarius dwarf galaxy in the nineties, showing a direct, ongoing merger event between Sagittarius and the Milky Way. This article is a little sensational, but the paper they are describing just suggests that the authors find evidence for a more recent (few billion years ago) possible large-scale merger event for Andromeda. More evidence will be required to confirm if that interpretation is correct.