Takkuri can die, it just takes several hits with your bow to take it down.
Speaking of it, I finally got my revenge! BWAHAHA! That'll teach you to take my sword again.
I remember the first time that happened to me it was that can they do that moment for me but later I just went in time and realized I had it back the look on my face would have been priceless