A small job shouldn’t need this much remembering.
You remember seeing the right article. You cannot remember which tab, message or app was holding it. Saving more links has not made finding them easier.
Here’s the simpler next step.
Save links together, add the reason you kept them and use the available summaries to decide what deserves another look. A useful idea can become a reminder or next step.
You do not need to organize your whole life before one tool can help. Start with the thing you keep having to find, remember or reconstruct.