Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001465

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002580

distance 0.107

#2 · Sataracell 4940003724

distance 0.117

#3 · Sataracell 4940001627

distance 0.125

#4 · Sataracell 4940001270

distance 0.142

#5 · Sataracell 4940001922

distance 0.145

#6 · Sataracell 4940003146

distance 0.146

#7 · Sataracell 4940002466

distance 0.147

#8 · Sataracell 4940001329

distance 0.165

#9 · Sataracell 4940003141

distance 0.166

#10 · Sataracell 4940002138

distance 0.166

#11 · Sataracell 4940001923

distance 0.176

#12 · Sataracell 4940002588

distance 0.176

#13 · Sataracell 4940002133

distance 0.178

#14 · Sataracell 4940003261

distance 0.18

#15 · Sanglicell 4930004915

distance 0.18 · cross-district

#16 · Sataracell 4940000904

distance 0.183

#17 · Sataracell 4940003375

distance 0.186

#18 · Sataracell 4940002702

distance 0.186

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":4940001465}}}'

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.