Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002139

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002589

distance 0.218

#2 · Sataracell 4940001623

distance 0.224

#3 · Sataracell 4940001389

distance 0.224

#4 · Sataracell 4940001926

distance 0.231

#5 · Sataracell 4940002474

distance 0.238

#6 · Sataracell 4940000286

distance 0.252

#7 · Sanglicell 4930004488

distance 0.259 · cross-district

#8 · Sataracell 4940001544

distance 0.271

#9 · Sataracell 4940001547

distance 0.274

#10 · Sataracell 4940003039

distance 0.274

#11 · Chhatrapati Sambhajinagarcell 4690001194

distance 0.278 · cross-district

#12 · Sataracell 4940003036

distance 0.285

#13 · Sataracell 4940002587

distance 0.285

#14 · Chhatrapati Sambhajinagarcell 4690004178

distance 0.285 · cross-district

#15 · Sataracell 4940002252

distance 0.287

#16 · Ratnagiricell 4920004855

distance 0.287 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001281

distance 0.29 · cross-district

#18 · Sataracell 4940001543

distance 0.293

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":4940002139}}}'

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.