Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008228

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008679

distance 0.153

#2 · Ahmednagarcell 4660007381

distance 0.162 · cross-district

#3 · Beedcell 4700007484

distance 0.162

#4 · Ahmednagarcell 4660008317

distance 0.166 · cross-district

#5 · Beedcell 4700008407

distance 0.171

#6 · Beedcell 4700007852

distance 0.172

#7 · Beedcell 4700008322

distance 0.175

#8 · Beedcell 4700007661

distance 0.181

#9 · Beedcell 4700008687

distance 0.182

#10 · Ahmednagarcell 4660005882

distance 0.183 · cross-district

#11 · Beedcell 4700007499

distance 0.185

#12 · Beedcell 4700008627

distance 0.188

#13 · Beedcell 4700008703

distance 0.188

#14 · Ahmednagarcell 4660006570

distance 0.192 · cross-district

#15 · Ahmednagarcell 4660009959

distance 0.193 · cross-district

#16 · Beedcell 4700008404

distance 0.194

#17 · Beedcell 4700007293

distance 0.195

#18 · Ahmednagarcell 4660006569

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":4700008228}}}'

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.