Very much thanks to your info supernova, I was able to abolish the Random rule by visiting to Timber then Dollet again. I won the Pub owner and gained access to his private room now where I have battled him for a lot now but still has no sight on the Elnoyle card.
Is there anything I'm missing or I'm just unlucky?