The temporary residence permit only means that he has a relatively fixed residence in the local area, not a fugitive, but a legal resident. This is the only evidence.
Some local loans need a guarantor, and the guarantor will bear part of the joint liability. As long as you don't guarantee, the loan has nothing to do with you!
I hope it helps!