Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001632

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001633

distance 0.172

#2 · Sataracell 4940003382

distance 0.201

#3 · Sataracell 4940003614

distance 0.206

#4 · Sataracell 4940001547

distance 0.222

#5 · Sataracell 4940003383

distance 0.224

#6 · Chhatrapati Sambhajinagarcell 4690002189

distance 0.228 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001282

distance 0.231 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002725

distance 0.232 · cross-district

#9 · Sataracell 4940001631

distance 0.232

#10 · Sataracell 4940003495

distance 0.243

#11 · Sataracell 4940002818

distance 0.245

#12 · Sataracell 4940001394

distance 0.245

#13 · Sataracell 4940003152

distance 0.251

#14 · Buldhanacell 4720004418

distance 0.252 · cross-district

#15 · Sataracell 4940001635

distance 0.258

#16 · Sataracell 4940000740

distance 0.258

#17 · Sataracell 4940001092

distance 0.258

#18 · Chhatrapati Sambhajinagarcell 4690002394

distance 0.258 · 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":4940001632}}}'

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.