Bataan is a proper noun referring to a province in the Philippines (and a World War II battleground). It is used in geographic and historical contexts and pronounced with emphasis on the second syllable; the name carries Filipino linguistic cues while being adapted into English usage. It forms part of proper-name conventions rather than everyday vocabulary.
Full pronunciation guide