Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001808

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003466

distance 0.089

#2 · Sataracell 4940003349

distance 0.141

#3 · Sataracell 4940003348

distance 0.144

#4 · Sataracell 4940001811

distance 0.146

#5 · Sataracell 4940001615

distance 0.167

#6 · Sataracell 4940003824

distance 0.174

#7 · Sataracell 4940002572

distance 0.176

#8 · Sataracell 4940001712

distance 0.185

#9 · Sataracell 4940003477

distance 0.187

#10 · Sataracell 4940004413

distance 0.188

#11 · Sataracell 4940003354

distance 0.189

#12 · Sanglicell 4930007127

distance 0.191 · cross-district

#13 · Sataracell 4940002291

distance 0.192

#14 · Sanglicell 4930006823

distance 0.194 · cross-district

#15 · Sataracell 4940002452

distance 0.194

#16 · Sanglicell 4930006995

distance 0.198 · cross-district

#17 · Sataracell 4940002801

distance 0.2

#18 · Solapurcell 4960003911

distance 0.207 · 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":4940001808}}}'

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.