Kelvin does still rely on each degree being 1% of the way between freezing and boiling so it kinda does rely on a variant reference point
The reference point is the triple point, and invariant.
Sure technically yes, but also celsius is now technically defined as just Kelvin plus 273.15. Degrees have technically been redefined as exactly 1.380649×10^−23 joules