He was in Slytherin so yeah, he's probably a pure blood

Nah. I think of Merlin as a Half-blood. That’s what he was in the show Merlin.

Well it isn't officially confirmed by jkr tbh

Very true.

He would be at least a half-blood if not a pure-blood as he was in Slytherin.