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Before any restoration you should assess the edge by at least setting a bevel that does not constantly chip as you work.
Rust is rarely isolated.

I think looking at the "darkening" with a loupe will reveal it is actually rust & pitting.
If you can't shift it with 220 grit it is deeper than the etch.
You could try some abrasive compounds on...