I think you overestimate how much intelligence is required for extracting structured information from text blobs, provided that the source is of reasonable "quality" -- e.g. major Wikipedia articles, mainstream media obituaries, recipes from professionally published cookbooks...

I'm not saying that you wouldn't need several layers of processing; my point is more, "your use of AI should be limited to vibe coding, and the final pipeline should not include inference"