graphs.sgit.aithe sourcesConcepts, Not Words

Concepts, Not Words: The Model Already Exists, And Where The Graphs Diverge Is The Finding

The source of the concept map: a dictionary crossed with a thesaurus.

Sourcethe-cyber-boardroom/SGraph-AI__App__Send · team/humans/dinis_cruz/briefs/08/06/voice-debrief/v0.33.56__arch-brief__sg-send-concepts-not-words-skos-is-the-model-divergence-is-the-finding.md Commitb561fa6b14 · carried 23 August 2026 LicenceApache-2.0 (repository) · CC BY 4.0 stated in the file Bytes21,330 · 3,353 words · SHA-256 96637ac8ea76723b Dated6 August 2026

Why it is here

The founder asked for a concept layer that works like a dictionary and a thesaurus at once, with several centres of gravity rather than one. This is where that idea comes from, and it goes further than the layer built on this site: a published standard already models exactly this (one concept, one preferred label per language, alternative labels, broader and narrower relations), and comparing the graphs induced by two locales is computable. Where they diverge is not an error to fix. It is the finding.

What it says

Worth re-reading for. It diagnoses a translation failure as an English failure. That inversion is the most useful idea in the set for anyone editing this book.

Where this document lands on the site

The document is the peak. Below it hang the concepts measured in its text and the places on this site that rest on it — and the two are different kinds of link, drawn differently: a measured edge is dashed and carries its count, an authored edge is solid. The method is stated in full on the hub.

Read it

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