Cora, an outcast on a Georgia cotton plantation whose mother escaped and left her behind, flees with another slave, Caesar. The Underground Railroad they find is a real railway running through tunnels under the earth, and each state where it lets her out is its own version of America's horrors, while the slave catcher Ridgeway, who never caught her mother, hunts her.