Originally , the new county would be called Union , but was changed to Buncombe in honor of Col. Edward Buncombe , a Revolutionary War hero . Originally , the bill to create the county had the name Union , but was changed to Buncombe in honor of Col. Edward Buncombe , a Revolutionary War hero from Tyrell County , North Carolina .