I mean, take USA for example, is it even the same country after each amendment? After a Civil War? Civil Rights Movement? Landmark Court Rullings?

Yes, I’d say it’s very much the same country after any of those. Those are not country altering events.

When did the country really start?

Somewhere between the country declaring itself as such (or declaring independence) and being recognised by others.