REE COMMAND CENTRE 7,190 records 100 countries 128-D embeddings

7,190 critical-mineral records. One command centre.

GeoMetals.ai is the global view: an interactive 3D globe of 7,190 rare-earth and critical-mineral records - 5,190 compiled from USGS MRDS and ICMM across 100 countries, plus 2,000 crawled from the USGS MRDS feed - searchable and source-checked, that dives underground into any one of them.

Spinning up the global deposit network…
What it actually is

The world map of where the metals are.

Where TreasureMap.ch goes deep on one project, GeoMetals.ai goes wide on the planet - then lets you fall into any single deposit for a cinematic 3D underground tour.

How it works · plain English

Crawl the planet → embed every deposit → rank → fly there.

What the numbers are checked against

Ternary-verified figures. 128-D deposit fingerprints.

48 reference REE systems carry a 128-D embeddingA 128-number fingerprint built by feature hashing - deterministic, no model, no GPU. Similar systems sit close together, so "find me another Mountain Pass" becomes one search. Only the 48 curated REE reference deposits are embedded; the 7,190 deposit records are not. so you can search them by similarity, and a fixed set of 12 platform claims is graded by a ternary verifierEach of 12 claims is graded true, false or unknown - and an unknown is never rounded up to a yes. It checks internal consistency of what is displayed; it does not confirm anything about the ground. /api/halluc publishes the fixed composition of that twelve-rule table, not a measured error rate. whose rule table is published in full at /api/halluc rather than summarised into an accuracy figure.

26 reasons it's a command centre, not a map

What is actually built behind GeoMetals.ai.