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It calls him "Gorkin the Goblin king" and says that he will be a successor to the Great Goblin.
another link to Barry Humphries IMDb page 
showing his role playing Gorkil in The Hobbit: The desolation of Smaug
i think that when thet call him "gorkin" is just a typo or mistake.