Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001729

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003615

distance 0.213

#2 · Sataracell 4940002362

distance 0.225

#3 · Sataracell 4940001467

distance 0.228

#4 · Chhatrapati Sambhajinagarcell 4690001994

distance 0.239 · cross-district

#5 · Sataracell 4940003038

distance 0.241

#6 · Sataracell 4940002249

distance 0.263

#7 · Sataracell 4940002476

distance 0.282

#8 · Sataracell 4940003496

distance 0.283

#9 · Sataracell 4940002361

distance 0.285

#10 · Sataracell 4940001261

distance 0.286

#11 · Nashikcell 4870007122

distance 0.286 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003598

distance 0.293 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003891

distance 0.294 · cross-district

#14 · Sataracell 4940002927

distance 0.295

#15 · Chhatrapati Sambhajinagarcell 4690002289

distance 0.296 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003901

distance 0.3 · cross-district

#17 · Sataracell 4940001150

distance 0.3

#18 · Chhatrapati Sambhajinagarcell 4690001454

distance 0.301 · 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":4940001729}}}'

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.