I didn't check, but I would expect that defense rolls are being made first, and on hit the ethereal effect kicks in: Only one hit out of four with non-magic weapons.
Blessing the ancestors from the 'wrath of ancestors' spell does help. There measly 8hp is boosted to 12. (I use them to keep the enemy away from my archers.)