Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001087

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001086

distance 0.19

#2 · Sataracell 4940001085

distance 0.223

#3 · Sataracell 4940001203

distance 0.238

#4 · Sataracell 4940000857

distance 0.243

#5 · Sataracell 4940001088

distance 0.244

#6 · Sataracell 4940001146

distance 0.275

#7 · Chhatrapati Sambhajinagarcell 4690001448

distance 0.283 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004200

distance 0.284 · cross-district

#9 · Sataracell 4940003041

distance 0.284

#10 · Sataracell 4940000510

distance 0.286

#11 · Sataracell 4940001144

distance 0.286

#12 · Sataracell 4940003037

distance 0.29

#13 · Chhatrapati Sambhajinagarcell 4690004107

distance 0.29 · cross-district

#14 · Beedcell 4700004551

distance 0.292 · cross-district

#15 · Beedcell 4700004267

distance 0.296 · cross-district

#16 · Sataracell 4940000984

distance 0.296

#17 · Sataracell 4940001084

distance 0.298

#18 · Sataracell 4940003613

distance 0.298

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":4940001087}}}'

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.