Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004591

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005563

distance 0.218 · cross-district

#2 · Beedcell 4700007124

distance 0.226

#3 · Ahmednagarcell 4660000911

distance 0.234 · cross-district

#4 · Sanglicell 4930003783

distance 0.24 · cross-district

#5 · Ahmednagarcell 4660005552

distance 0.244 · cross-district

#6 · Ahmednagarcell 4660003926

distance 0.245 · cross-district

#7 · Beedcell 4700004417

distance 0.245

#8 · Parbhanicell 4890002145

distance 0.248 · cross-district

#9 · Nashikcell 4870012137

distance 0.248 · cross-district

#10 · Beedcell 4700006400

distance 0.249

#11 · Beedcell 4700006112

distance 0.249

#12 · Ahmednagarcell 4660009942

distance 0.252 · cross-district

#13 · Ahmednagarcell 4660004158

distance 0.254 · cross-district

#14 · Nashikcell 4870003590

distance 0.254 · cross-district

#15 · Ahmednagarcell 4660003924

distance 0.256 · cross-district

#16 · Ahmednagarcell 4660004822

distance 0.257 · cross-district

#17 · Beedcell 4700004382

distance 0.257

#18 · Ahmednagarcell 4660006139

distance 0.259 · 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":4700004591}}}'

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.