Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002409

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002915

distance 0.097

#2 · Beedcell 4700002920

distance 0.12

#3 · Beedcell 4700002222

distance 0.161

#4 · Beedcell 4700002916

distance 0.173

#5 · Beedcell 4700000374

distance 0.173

#6 · Beedcell 4700002729

distance 0.175

#7 · Beedcell 4700003078

distance 0.179

#8 · Nandedcell 4850000466

distance 0.183 · cross-district

#9 · Beedcell 4700001458

distance 0.185

#10 · Beedcell 4700002220

distance 0.186

#11 · Beedcell 4700003271

distance 0.188

#12 · Laturcell 4810002699

distance 0.19 · cross-district

#13 · Sanglicell 4930001882

distance 0.191 · cross-district

#14 · Beedcell 4700005573

distance 0.191

#15 · Laturcell 4810002162

distance 0.192 · cross-district

#16 · Beedcell 4700000323

distance 0.192

#17 · Beedcell 4700002385

distance 0.193

#18 · Beedcell 4700002883

distance 0.194

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":4700002409}}}'

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.