I think you’ll find this post VERY useful 
I’ll see if you can figure it out on your own, cause it’ll stick better that way 
This is another contraction, but it’s not listed in the post I mentioned. I think the initial ん disappeared because of さん already ending in ん. んち is short for のうち. So Takagisan’s house.