Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002132

The MH-36 locality cells most similar to this Beed 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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690004883

distance 0.232 · cross-district

#2 · Beedcell 4700006501

distance 0.249

#3 · Chhatrapati Sambhajinagarcell 4690000863

distance 0.249 · cross-district

#4 · Punecell 4900006296

distance 0.249 · cross-district

#5 · Sanglicell 4930004582

distance 0.256 · cross-district

#6 · Ahmednagarcell 4660003475

distance 0.265 · cross-district

#7 · Solapurcell 4960004712

distance 0.27 · cross-district

#8 · Beedcell 4700006258

distance 0.277

#9 · Solapurcell 4960011559

distance 0.285 · cross-district

#10 · Beedcell 4700003721

distance 0.286

#11 · Solapurcell 4960006399

distance 0.288 · cross-district

#12 · Ahmednagarcell 4660002406

distance 0.29 · cross-district

#13 · Ahmednagarcell 4660000267

distance 0.292 · cross-district

#14 · Solapurcell 4960011137

distance 0.296 · cross-district

#15 · Beedcell 4700005087

distance 0.296

#16 · Solapurcell 4960010658

distance 0.298 · cross-district

#17 · Beedcell 4700005234

distance 0.3

#18 · Chhatrapati Sambhajinagarcell 4690001784

distance 0.3 · 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":470,"cluster_id":4700002132}}}'

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.