What Bullet Train is based on and plot details. Bullet Train is based on the novel Maria Beetle by Japanese author Kotaro Isaka. Published in 2010, the novel is the satirical story of 5 highly trained assassins who have been assigned the same target on a bullet train traveling from Tokyo to Morioka in Iwate Prefecture.