Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001577

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002174

distance 0.134

#2 · Sataracell 4940001580

distance 0.142

#3 · Sataracell 4940001500

distance 0.151

#4 · Sataracell 4940001859

distance 0.151

#5 · Sanglicell 4930006592

distance 0.153 · cross-district

#6 · Sataracell 4940002961

distance 0.16

#7 · Sataracell 4940002513

distance 0.168

#8 · Sataracell 4940002175

distance 0.174

#9 · Sataracell 4940002637

distance 0.179

#10 · Sataracell 4940001964

distance 0.181

#11 · Sataracell 4940001765

distance 0.183

#12 · Sataracell 4940002632

distance 0.186

#13 · Sataracell 4940001662

distance 0.189

#14 · Sataracell 4940001866

distance 0.19

#15 · Sataracell 4940001496

distance 0.195

#16 · Sataracell 4940003648

distance 0.195

#17 · Sataracell 4940003422

distance 0.197

#18 · Sataracell 4940001877

distance 0.203

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":4940001577}}}'

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.