No sane country recognizes all the same rights and privileges of a citizen in a non-citizen.

All, no. But many, yeah. The Constitution and many of it's Amendments call out people or persons. The 14th Amendment even specifies what a citizen is, and in the next breath says persons cannot be denied due process by the States, not citizens.

Be specific. Which rights?