"Angie and Brad were actually out to dinner together in Los Angeles when the rumor broke," says the source. "That's how ridiculous [the story] is."
At the time, multiple sources told PEOPLE the report, which originated in a British tabloid, was "totally false."
Currently, the pair are sharing family time in Los Angeles with their kids Maddox, 8, Pax, 6, Zahara, 5, Shiloh, 3, and twins Vivienne and Knox, 18 months.
As for whether Hollywood's golden couple will attend this year's Academy Awards together in March, at the moment their schedule includes filming so they don't have plans to be there, says a source.