https://www.btstories.com/the-birth-of-jesus/

Joseph found out Mary was pregnant soon after she got home from her visit with Elizabeth. He knew he wasn’t the father. Still, since he was a righteous man, he didn’t want to make a public example of her. No, he decided to simply break off the engagement and put her away quietly.