Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001040

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000459

distance 0.2

#2 · Sataracell 4940000753

distance 0.215

#3 · Sataracell 4940000399

distance 0.217

#4 · Sataracell 4940000519

distance 0.219

#5 · Sataracell 4940000575

distance 0.224

#6 · Sataracell 4940000457

distance 0.232

#7 · Sataracell 4940000170

distance 0.238

#8 · Sataracell 4940004215

distance 0.246

#9 · Sataracell 4940000514

distance 0.252

#10 · Kolhapurcell 4800002583

distance 0.263 · cross-district

#11 · Sataracell 4940000581

distance 0.263

#12 · Chhatrapati Sambhajinagarcell 4690001988

distance 0.268 · cross-district

#13 · Sataracell 4940000306

distance 0.268

#14 · Sataracell 4940000344

distance 0.272

#15 · Sataracell 4940000413

distance 0.28

#16 · Sataracell 4940000292

distance 0.286

#17 · Ahmednagarcell 4660010195

distance 0.286 · cross-district

#18 · Sataracell 4940000464

distance 0.288

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":4940001040}}}'

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.