Joseph Bullen is buried at the Joseph Bullen Memorial, Jefferson County, Mississippi.Historical marker in Jefferson County, Mississippi.This reconstructed log cabin is located on the site of the original Bayou Pierre Presbyterian Church organized by Joseph Bullen and James Smylie.Historical marker in Port Gibson, Mississippi.