mistress

(noun) an adulterous woman; a woman who has an ongoing extramarital sexual relationship with a man. Synonyms: kept woman, fancy woman.

(noun) a woman schoolteacher (especially one regarded as strict). Synonyms: schoolmarm, schoolma'am, schoolmistress.

(noun) a woman master who directs the work of others.