Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000879

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000996

distance 0.143

#2 · Sataracell 4940000873

distance 0.154

#3 · Sataracell 4940000708

distance 0.156

#4 · Sataracell 4940000821

distance 0.167

#5 · Sataracell 4940000820

distance 0.169

#6 · Sataracell 4940000136

distance 0.176

#7 · Sataracell 4940005815

distance 0.179

#8 · Sataracell 4940000177

distance 0.184

#9 · Sataracell 4940007823

distance 0.187

#10 · Sataracell 4940005946

distance 0.188

#11 · Chhatrapati Sambhajinagarcell 4690002052

distance 0.19 · cross-district

#12 · Sataracell 4940000071

distance 0.193

#13 · Kolhapurcell 4800002580

distance 0.195 · cross-district

#14 · Sataracell 4940006489

distance 0.198

#15 · Sataracell 4940000651

distance 0.2

#16 · Sataracell 4940000883

distance 0.2

#17 · Kolhapurcell 4800002926

distance 0.203 · cross-district

#18 · Sataracell 4940000992

distance 0.206

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":4940000879}}}'

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.