No, the source contributes greatly, mswale.
As an example, if I replace my Nottingham Spacedeck with Nottingham Dais or Anna Log, or even with one step up Hyperspace, besides possibly other improvements I will get more of what we are talking about. With everything else remaining the same.
You start with basic things, and that is turntable itself, not an arm, not a cartridge, not a phono stage. Turntable and electricity.
As for preamp/amp and speakers, that’s another subject.