I'd try replacing the "links" you got, as they are most likely the source of the noise, and are a lot easier to replace anyway. These are shown in your first link as the first two items. If those don't fix the problem, then I'd replace the actual control arms, often referred to as "coffin" arms (they are shaped like old-fashioned coffins). They are the bottom two items shown in your first link. Replacing these is a lot more involved than the trailing links.
The drop links that connect the upright to the sway bar can also rattle. Those are easy to replace as well.
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