Nouns

(n)penitentiary, pena correctional institution for those convicted of major crimes

Adjectives

(s)penitentiaryused for punishment or reform of criminals or wrongdoers“penitentiary institutions”
(s)penitential, penitentiaryshowing or constituting penance“penitential tears”, “wrote a penitential letter apologizing for her hasty words”