Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001548

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

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001989

distance 0.299 · cross-district

#2 · Sataracell 4940003380

distance 0.305

#3 · Sataracell 4940001829

distance 0.334

#4 · Sataracell 4940003494

distance 0.337

#5 · Sataracell 4940002479

distance 0.338

#6 · Sataracell 4940003265

distance 0.352

#7 · Chhatrapati Sambhajinagarcell 4690005177

distance 0.357 · cross-district

#8 · Sataracell 4940003150

distance 0.369

#9 · Chhatrapati Sambhajinagarcell 4690001626

distance 0.371 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002925

distance 0.374 · cross-district

#11 · Sataracell 4940000512

distance 0.378

#12 · Chhatrapati Sambhajinagarcell 4690002726

distance 0.378 · cross-district

#13 · Sataracell 4940003148

distance 0.385

#14 · Sataracell 4940001099

distance 0.388

#15 · Sataracell 4940004443

distance 0.389

#16 · Chhatrapati Sambhajinagarcell 4690007171

distance 0.395 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003811

distance 0.401 · cross-district

#18 · Beedcell 4700004194

distance 0.405 · 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":4940001548}}}'

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.