Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001601

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001992

distance 0.164

#2 · Sataracell 4940002781

distance 0.173

#3 · Sanglicell 4930006853

distance 0.185 · cross-district

#4 · Sataracell 4940004397

distance 0.185

#5 · Sataracell 4940004282

distance 0.188

#6 · Sataracell 4940004387

distance 0.194

#7 · Sanglicell 4930006687

distance 0.2 · cross-district

#8 · Sanglicell 4930006614

distance 0.207 · cross-district

#9 · Sataracell 4940002109

distance 0.207

#10 · Sataracell 4940003333

distance 0.207

#11 · Sataracell 4940004036

distance 0.208

#12 · Sataracell 4940006737

distance 0.209

#13 · Sataracell 4940004634

distance 0.211

#14 · Sataracell 4940003938

distance 0.212

#15 · Sataracell 4940004382

distance 0.212

#16 · Sataracell 4940002112

distance 0.214

#17 · Sataracell 4940001438

distance 0.217

#18 · Sataracell 4940003113

distance 0.219

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":4940001601}}}'

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.