Five countries · one graph
Knowledge graph
Every entity the platform knows, linked by typed edges, so patterns in Global South mining show up: which commodities recur, who appears where, where product goes, which custodians are shared, and how regolith groups the sites.
Nodes
268
in the graph
Edges
616
typed links
Countries
5
deployments
Commodities
10
with a link
Organisations
95
public record
Facilities
0
plants, ports, markets
Filters
Country
Entity type
Commodity
Edges
Dashed edges come from the least-cost flow model or the illustrative Botswana
targets.
CountryTwin siteCommodityOrganisationOwnerCustodianData classPrice seriesStage or tenureGeology beltRegolith classTarget Predicted or illustrative
Built from countries.ts (deployment countries) · eo_manifest.json (Amini pipeline; Sentinel-2 via Earth Search) · ecosystem.ts (public-record register, 95 organisations) · flows_manifest.json and flows/<site>.json (Amini pipeline; OSRM routing) · soil_manifest.json (ISRIC SoilGrids 2.0, 250 m model) · datasets.ts and custodians.ts (Botswana catalogue and holdings) · health.json (connector probes, Amini pipeline) · prices.json (World Bank Commodity Price Data (the Pink Sheet), monthly; custodian World Bank Prospects Group) · targets.ts and opportunities.ts (Botswana, illustrative model) · news/BW.json (Google News RSS, crawl) · news/KE.json (Google News RSS, crawl) · news/CF.json (Google News RSS, crawl) · news/SR.json (Google News RSS, crawl) · news/PH.json (Google News RSS, crawl)· manifests generated 2026-09-10. Predicted flow legs are a least-cost
model, not observed movements. Botswana targets are an illustrative model.
Patterns
Computed from the data. Click one to light its nodes.
Node
Click a node, or search for one, to see its facts, its source and the page
it lives on.