Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001397

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001337

distance 0.138

#2 · Sataracell 4940002488

distance 0.144

#3 · Sataracell 4940002159

distance 0.163

#4 · Sataracell 4940002489

distance 0.176

#5 · Sataracell 4940001736

distance 0.177

#6 · Sataracell 4940002381

distance 0.182

#7 · Sataracell 4940003744

distance 0.183

#8 · Sataracell 4940001948

distance 0.187

#9 · Sataracell 4940003509

distance 0.187

#10 · Sataracell 4940002603

distance 0.195

#11 · Sataracell 4940003405

distance 0.196

#12 · Sataracell 4940002723

distance 0.197

#13 · Sataracell 4940002604

distance 0.199

#14 · Sataracell 4940003058

distance 0.2

#15 · Sataracell 4940003400

distance 0.203

#16 · Sataracell 4940001353

distance 0.204

#17 · Sataracell 4940002719

distance 0.204

#18 · Sataracell 4940002501

distance 0.204

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":4940001397}}}'

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.