Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001633

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

0.91

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 4940001632

distance 0.172

#2 · Sataracell 4940001547

distance 0.178

#3 · Sataracell 4940001394

distance 0.191

#4 · Sataracell 4940001631

distance 0.248

#5 · Sataracell 4940003040

distance 0.255

#6 · Chhatrapati Sambhajinagarcell 4690001282

distance 0.257 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002187

distance 0.259 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001108

distance 0.279 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001115

distance 0.28 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002395

distance 0.281 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001902

distance 0.282 · cross-district

#12 · Sataracell 4940003614

distance 0.285

#13 · Sataracell 4940003382

distance 0.286

#14 · Sataracell 4940002475

distance 0.287

#15 · Sataracell 4940002818

distance 0.289

#16 · Chhatrapati Sambhajinagarcell 4690002394

distance 0.29 · cross-district

#17 · Sataracell 4940003383

distance 0.291

#18 · Sataracell 4940003263

distance 0.294

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":4940001633}}}'

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.