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A gun's bullet is a bullet, though this word can specifically refer to a rifle bullet as well (probably because it was mostly rifles that people had way back in the day).
This is a jukugo word that uses the on'yomi readings of the kanji. You should be able to read this on your own.
Could you hang on a second? I have to get my bullets.