Plenty of purely gay, not bisexual, men have married women and fathered a couple of children.
I know, I had a workmate who was married to the mother of his three children, they were together for more than ten years, and one day he suddenly announced he was in love with a very handsome young man considerably younger than himself. I heard that his wife remarried, but his children never forgave him.