Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001939

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001557

distance 0.221

#2 · Sataracell 4940002715

distance 0.231

#3 · Sataracell 4940001284

distance 0.246

#4 · Sataracell 4940001739

distance 0.248

#5 · Sataracell 4940001642

distance 0.249

#6 · Sataracell 4940002255

distance 0.251

#7 · Sataracell 4940001938

distance 0.258

#8 · Sataracell 4940001846

distance 0.266

#9 · Sataracell 4940001285

distance 0.291

#10 · Sataracell 4940001554

distance 0.302

#11 · Sataracell 4940003049

distance 0.316

#12 · Sataracell 4940002254

distance 0.322

#13 · Sataracell 4940003064

distance 0.323

#14 · Sataracell 4940002041

distance 0.337

#15 · Sataracell 4940001400

distance 0.341

#16 · Sataracell 4940001291

distance 0.342

#17 · Sataracell 4940000637

distance 0.343

#18 · Sataracell 4940002147

distance 0.347

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940001939}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.