I am no expert, what I say here is only my experience. I am a sim swapper. Sometimes I want my 6S in use, sometimes my SE. When I swap the sim back and forth the phone with the sim goes online. I suspect that means that the activation and all the info is actually on the sim.
That being said, if it were mine, I would remove the sim.