Does a new iPhone ship with a SIM card?

If it was ordered with your service included on it, then your service will be set up on the eSIM. There will be no physical SIM in the physical SIM slot.

If it was ordered without service included then it won’t have a SIM and the eSIM will be blank as well.

No. That's provided by the phone service carrier and is specific to their service.