Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000871

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001045

distance 0.111

#2 · Sataracell 4940000932

distance 0.125

#3 · Sataracell 4940000921

distance 0.139

#4 · Sataracell 4940000917

distance 0.17

#5 · Sataracell 4940000179

distance 0.177

#6 · Sataracell 4940006157

distance 0.18

#7 · Sataracell 4940000922

distance 0.189

#8 · Sataracell 4940000074

distance 0.194

#9 · Sataracell 4940006268

distance 0.194

#10 · Sataracell 4940000984

distance 0.203

#11 · Chhatrapati Sambhajinagarcell 4690004528

distance 0.206 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001896

distance 0.207 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003674

distance 0.209 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000887

distance 0.211 · cross-district

#15 · Beedcell 4700004546

distance 0.211 · cross-district

#16 · Kolhapurcell 4800002885

distance 0.213 · cross-district

#17 · Parbhanicell 4890002326

distance 0.215 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001272

distance 0.216 · 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":4940000871}}}'

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.