Lexicon Demonica is a quest item.
This item drops from Grandmaster Vorpil in Shadow Labyrinth of Auchindoun. This item previously only dropped on non-heroic mode, but as of at least patch 3.3 this has been fixed.
As a quest objective Edit
[69D] The Lexicon Demonica
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