Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000448

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000764

distance 0.083

#2 · Beedcell 4700000227

distance 0.091

#3 · Beedcell 4700000174

distance 0.096

#4 · Beedcell 4700000774

distance 0.1

#5 · Beedcell 4700000879

distance 0.101

#6 · Beedcell 4700000255

distance 0.101

#7 · Beedcell 4700000312

distance 0.102

#8 · Beedcell 4700002073

distance 0.103

#9 · Beedcell 4700002736

distance 0.105

#10 · Beedcell 4700000896

distance 0.109

#11 · Dharashivcell 4880005750

distance 0.109 · cross-district

#12 · Beedcell 4700001160

distance 0.111

#13 · Beedcell 4700001311

distance 0.112

#14 · Beedcell 4700001762

distance 0.113

#15 · Beedcell 4700001761

distance 0.114

#16 · Beedcell 4700000456

distance 0.114

#17 · Dharashivcell 4880006204

distance 0.118 · cross-district

#18 · Laturcell 4810001610

distance 0.118 · 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":4700000448}}}'

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.