The film is about an indigent African farmer who gets caught between a smuggler and the diamond cartel, The Hollywood Reporter said Wednesday.
Edward Zwick will direct once shooting locations in Africa are chosen.
Connelly won a supporting actress Oscar for her role in "A Beautiful Mind" and recently wrapped filming Todd Field's "Little Children."
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