Two impressive site-wide systems I've seen are the categories of Wikimedia Commons (multimedia) and tags of Archive of Our Own (fanfiction). The Commons guideli

Two impressive site-wide systems I've seen are the categories of Wikimedia Commons (multimedia) and tags of Archive of Our Own (fanfiction). The Commons guideline[0] elucidates its system and interesting ontological theory well. It's scope is extremely broad, aiming to simultaneously include any possibly useful categorization scheme,[1] and overall is a fairly freeform (ideally) directed acyclic graph. Variations are handled with redirects and disambiguation pages in a typical wiki manner, with the limitation that individual category uses must have the canonical name. Ao3, in contrast, has a schema of sorts, and synonyms are made equivalent during resolution (its tags FAQ[2] is also an interesting read). I tried to write a more thorough comment but also struggled with being coherent. Thus, some ideas, only briefly: - At an even higher level, the web itself and the overlapping userbases/communities ('intersectionality', without the discrimination--the original set-theory kind?) of individual sites can also be considered a way of organizing content - Thus, analogously: Search engines replaced directories and webrings as algorithms did tags. The present SEO meta, though... - Generalizing from Commons, all Wikimedia wikis (Wikipedia, etc.) have parallel category structures, only less developed due to the greater reliance on links. So do most wikis in general, though Wikimedia also unifies categorization and structured data with Wikidata. From there are knowledge graphs and databases in general, wrapping back around to Google trying to determine the Knowledge Graph item that each query refers to. [0] https://commons.wikimedia.org/wiki/Commons:Categories https://commons.wikimedia.org/wiki/Commons:Categories [1] all the typical keying on depicted people, things, times, and places, plus the ways that we categorize those. Niches from 'horizontal bicolor blue and white flags‎' to 'Luxembourgish pronunciation by gender‎', 'trams on route 709', 'ships with 6 funnels'. There's a tool (now called vCat) to visualize categories, some outputs here: https://commons.wikimedia.org/wiki/Category:Wikimedia_catgraphs https://commons.wikimedia.org/wiki/Category:Wikimedia_catgra... [2] https://archiveofourown.org/faq/tags https://archiveofourown.org/faq/tags Edit: specific examples