What is this crap around my water neck?

[In The Ten Ring]

I assume this is calcium from someone using tap water in the coolant but I don't know. I'd think my dad would know to use distilled but what is this stuff?

I removed the hose to the water neck and it leaves a residue that falls down onto the engine...I wipe it off with water and boom it's back once it dries.