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They are variables used by the code on the page being linked to.
If you're wondering about id and catid especially:
id and catid aren't special names they are just what the coder chose to represent a couple of values.
If you're wondering about query strings in general:
It's just a way of passing variables between web pages so that dynamic content can be generated.