在劫难逃 grew out of Buddhist
劫 (kalpa, a cosmic cycle of catastrophe), meaning a calamity decreed by fate. Mao quoted it in
《论持久战》 ('On Protracted War') applied to enemy forces — that political usage is preserved in everyday hyperbole today: 'there's no getting out of this one'.