The New York Times first reported the couple were getting divorced, saying it had spoken to two people with knowledge of the decision.
They would only speak anonymously to discuss a personal matter, the newspaper reported.
A spokesman for Mr Murdoch declined to comment to the New York Times, while it said representatives for Ms Hall could not immediately be reached.
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