It was earlier confirmed that Lawrence would reunite with her "Silver Linings Playbook" director David O Russell on the romantic drama, which is penned by "Argo" writer Chris Terrio.
According to reports, Russell is keen for Bale to play the male lead opposite Lawrence, with other contenders including Johnny Depp, Brad Pitt and Matt Damon, reported Digital Spy.
"The Ends of the Earth" tells the true story of oil tycoon Ernest Marland, who loses his empire after being caught in an affair, with the lead character being his 20-year-old adopted daughter Lydie (Lawrence).
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