Unless the correct meaning of the scriptures is understood, it will not lead to liberation, and the mind will remain forever floundering in scriptural concepts.

Neti neti is the way, removing attention from non-self is the way, but how to do it?

If this is not understood, then liberation will not ensue.

See here, where Sri Ramana Maharshi once again shines a clarifying light upon the true meaning of the scriptures and how to put them into effect: