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You could have a second automatic step that searches the web for the title of the link and validates it or gets the correct one.

Cool project!

But with the amount of AI generated content on the web, in a year or two (or maybe less) surely this method will fail dramatically?

good idea, I'll add that to the improvements list, thanks!