Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006236

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005238

distance 0.104

#2 · Solapurcell 4960012270

distance 0.144 · cross-district

#3 · Sanglicell 4930003792

distance 0.152 · cross-district

#4 · Beedcell 4700005386

distance 0.153

#5 · Chhatrapati Sambhajinagarcell 4690004158

distance 0.168 · cross-district

#6 · Beedcell 4700005670

distance 0.172

#7 · Beedcell 4700006655

distance 0.172

#8 · Sanglicell 4930001451

distance 0.174 · cross-district

#9 · Beedcell 4700005384

distance 0.179

#10 · Beedcell 4700002633

distance 0.182

#11 · Sanglicell 4930002254

distance 0.183 · cross-district

#12 · Beedcell 4700005383

distance 0.184

#13 · Ahmednagarcell 4660001373

distance 0.188 · cross-district

#14 · Sanglicell 4930002248

distance 0.188 · cross-district

#15 · Ahmednagarcell 4660000676

distance 0.194 · cross-district

#16 · Beedcell 4700006644

distance 0.195

#17 · Beedcell 4700006245

distance 0.196

#18 · Ahmednagarcell 4660001271

distance 0.198 · 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":4700006236}}}'

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.