Metric composition
Cluster strength
Observed history
Stage timeline
Demo series. The live engine should persist stage, score, inputs, coverage and methodology version for every frozen snapshot.
Foresight evidence
Historical analogues
Not a prediction: this prototype intentionally does not claim Tokyo or any city “will” reach a future stage. Production foresight must expose historical sample size, observed transition rate, analogue similarity and confidence.