Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000936

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001117

distance 0.149

#2 · Sataracell 4940000709

distance 0.174

#3 · Kolhapurcell 4800002637

distance 0.195 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003078

distance 0.195 · cross-district

#5 · Ahmednagarcell 4660000406

distance 0.197 · cross-district

#6 · Kolhapurcell 4800003520

distance 0.199 · cross-district

#7 · Dharashivcell 4880000572

distance 0.2 · cross-district

#8 · Sataracell 4940005464

distance 0.203

#9 · Beedcell 4700007032

distance 0.204 · cross-district

#10 · Solapurcell 4960012054

distance 0.204 · cross-district

#11 · Kolhapurcell 4800002690

distance 0.204 · cross-district

#12 · Nashikcell 4870002294

distance 0.206 · cross-district

#13 · Ahmednagarcell 4660014445

distance 0.208 · cross-district

#14 · Sataracell 4940000940

distance 0.21

#15 · Solapurcell 4960011552

distance 0.21 · cross-district

#16 · Solapurcell 4960012052

distance 0.211 · cross-district

#17 · Solapurcell 4960012057

distance 0.213 · cross-district

#18 · Sataracell 4940006365

distance 0.214

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":4940000936}}}'

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.