Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003239

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002549

distance 0.114

#2 · Beedcell 4700002548

distance 0.146

#3 · Beedcell 4700002896

distance 0.173

#4 · Beedcell 4700003065

distance 0.176

#5 · Beedcell 4700003580

distance 0.176

#6 · Beedcell 4700004082

distance 0.177

#7 · Beedcell 4700003420

distance 0.183

#8 · Beedcell 4700004089

distance 0.185

#9 · Beedcell 4700003061

distance 0.185

#10 · Beedcell 4700003915

distance 0.186

#11 · Beedcell 4700003423

distance 0.186

#12 · Beedcell 4700003599

distance 0.191

#13 · Beedcell 4700003064

distance 0.191

#14 · Beedcell 4700004568

distance 0.192

#15 · Beedcell 4700003595

distance 0.199

#16 · Beedcell 4700003406

distance 0.201

#17 · Beedcell 4700003419

distance 0.203

#18 · Beedcell 4700002089

distance 0.207

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":4700003239}}}'

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.