The film is based on the real-life events of the 1919 Black Sox scandal, in which members of the Chicago White Sox were charged with "throwing" the World Series (i.e. losing on purpose). Even though many people believe he wasn't involved, "Shoeless" Joe Jackson was banned from baseball and hasn't been inducted into the Baseball Hall of Fame because of that.