Can Argos refuse a refund because the stock code sticker is missing?

I’m here in Argos being questioned why I removed the sticker. There’s a yellow residue and they refuse to refund it.

I’ve been told they have no way to tell where it’s from, yet I have a receipt saying where it’s from...

Surely this can’t be right