Geyser on my radiator

Unless I missed it and I'm blind, I don't see a fan on the water pump. I believe that is your cause of the hot water.
I agree and your not blind...I don't see one either...that oil looks real bad also...If he has a head leak on the exhaust side he would see bubbles in the radiator...M2C