Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000310

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000415

distance 0.177

#2 · Punecell 4900001600

distance 0.194 · cross-district

#3 · Sataracell 4940005463

distance 0.197

#4 · Ahmednagarcell 4660005390

distance 0.201 · cross-district

#5 · Beedcell 4700006351

distance 0.206 · cross-district

#6 · Punecell 4900001607

distance 0.207 · cross-district

#7 · Sataracell 4940000074

distance 0.218

#8 · Beedcell 4700005506

distance 0.218 · cross-district

#9 · Beedcell 4700005651

distance 0.219 · cross-district

#10 · Punecell 4900002171

distance 0.221 · cross-district

#11 · Dharashivcell 4880000121

distance 0.221 · cross-district

#12 · Punecell 4900001471

distance 0.223 · cross-district

#13 · Nashikcell 4870002206

distance 0.224 · cross-district

#14 · Ahmednagarcell 4660005384

distance 0.225 · cross-district

#15 · Kolhapurcell 4800002640

distance 0.226 · cross-district

#16 · Solapurcell 4960012189

distance 0.226 · cross-district

#17 · Punecell 4900001342

distance 0.227 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003274

distance 0.227 · 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":4940000310}}}'

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.