Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000739

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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001213

distance 0.264

#2 · Sataracell 4940001035

distance 0.265

#3 · Nashikcell 4870001976

distance 0.272 · cross-district

#4 · Sataracell 4940001036

distance 0.287

#5 · Sataracell 4940000407

distance 0.294

#6 · Sataracell 4940000628

distance 0.299

#7 · Sataracell 4940001334

distance 0.313

#8 · Sataracell 4940003153

distance 0.322

#9 · Sataracell 4940000799

distance 0.324

#10 · Sataracell 4940000916

distance 0.337

#11 · Chhatrapati Sambhajinagarcell 4690002188

distance 0.345 · cross-district

#12 · Sataracell 4940002926

distance 0.349

#13 · Sataracell 4940002359

distance 0.353

#14 · Nandurbarcell 4860003940

distance 0.356 · cross-district

#15 · Sataracell 4940000518

distance 0.357

#16 · Nandurbarcell 4860003605

distance 0.359 · cross-district

#17 · Nandurbarcell 4860003944

distance 0.361 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004283

distance 0.362 · cross-district

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":4940000739}}}'

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.