Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005048

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004879

distance 0.111

#2 · Ahmednagarcell 4660004886

distance 0.114 · cross-district

#3 · Beedcell 4700004196

distance 0.139

#4 · Beedcell 4700004880

distance 0.142

#5 · Beedcell 4700003688

distance 0.143

#6 · Beedcell 4700005367

distance 0.16

#7 · Beedcell 4700004708

distance 0.162

#8 · Kolhapurcell 4800002062

distance 0.173 · cross-district

#9 · Ahmednagarcell 4660004800

distance 0.175 · cross-district

#10 · Kolhapurcell 4800002007

distance 0.187 · cross-district

#11 · Beedcell 4700005203

distance 0.189

#12 · Beedcell 4700004361

distance 0.192

#13 · Beedcell 4700005204

distance 0.193

#14 · Beedcell 4700006351

distance 0.193

#15 · Beedcell 4700006621

distance 0.194

#16 · Ahmednagarcell 4660004709

distance 0.196 · cross-district

#17 · Beedcell 4700005649

distance 0.196

#18 · Beedcell 4700003746

distance 0.197

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":4700005048}}}'

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.