I think they pretty much spelled this out towards the end of season 3. He was mentioned in the season finale plus he was also mentioned by a villain from the 64th century in the same breath as Reverse Flash and Zoom. Those two were the villains for seasons 1 and 2 so it make sense mentioning him if he's next season's villain.