CE

Causal EngineCritical Minerals

Dashboard

Overview & metrics

Transshipment

Trace & detect routes

Knowledge Query

Ask the knowledge base

L1 — Association

Seeing — P(Y|X), observational

L3 — Counterfactual

Imagining — abduction → action → prediction

Knowledge Graph

Entities & causal edges

Temporal Comparison

Year-by-year KG snapshots

L2 — Intervention

Doing — do(param), graph surgery + ATE

L2 — Forecast

Doing — do(shock), 10-year projection

Scenario Builder

Custom scenario → KG render

KG Enrich

HippoRAG → grow the KG

Shock Extractor

Text → causal prediction

Checking…

Pearl L1·L2·L3
CEPII BACI · USGS · IEA

KG Scenario Renderer

Scenario BuilderBrowse pre-rendered or generate custom causal subgraphs

Validation Episodes (0)

Real-world historical shocks. Click to view the pre-rendered KG.

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