Weinstein has also been ousted from The Weinstein Company (TWC) as co-chairman post the controversy.
The Elvis project, which was in very initial stages - barely past the deal-making step, made it easier for Apple to pull the plug on the project, sources told Deadline.
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Weistein's name will now be removed from all ongoing TWC TV series on which he had served as executive producer.
These shows, which are in far more advanced stages, will proceed as planned, at least currently, as most have surpassed pre-production and production.
The board made the decision to fire Weinstein from his company at a meeting held on Sunday afternoon.
"In light of new information about misconduct by Harvey Weinstein that has emerged in the past few days, the directors of The Weinstein Company - Robert Weinstein, Lance Maerov, Richard Koenigsberg and Tarak Ben Ammar - have determined, and have informed Harvey Weinstein, that his employment with The Weinstein Company is terminated, effective immediately," read a statement from the TWC board.
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