After the kingdom of Israel was taken into captivity by the Assyrians what was left of Benjamin and the Levite priests who escaped Israel and fled to Judah became Jews. The northern 10 tribes (9 but Joseph counts as 2) known as The Kingdom of Israel were never Jews.
Correct. Joseph’s tribe was divided between his sons Ephraim and Manasseh.