Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001175

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001760

distance 0.095

#2 · Beedcell 4700000191

distance 0.096

#3 · Beedcell 4700000209

distance 0.102

#4 · Beedcell 4700001161

distance 0.107

#5 · Beedcell 4700001617

distance 0.109

#6 · Laturcell 4810001554

distance 0.112 · cross-district

#7 · Laturcell 4810001039

distance 0.112 · cross-district

#8 · Beedcell 4700001176

distance 0.115

#9 · Beedcell 4700000923

distance 0.116

#10 · Beedcell 4700000913

distance 0.121

#11 · Beedcell 4700001459

distance 0.122

#12 · Jalnacell 4790001406

distance 0.123 · cross-district

#13 · Beedcell 4700001165

distance 0.123

#14 · Laturcell 4810000825

distance 0.124 · cross-district

#15 · Beedcell 4700007698

distance 0.127

#16 · Jalnacell 4790001249

distance 0.127 · cross-district

#17 · Laturcell 4810001732

distance 0.128 · cross-district

#18 · Jalnacell 4790000834

distance 0.128 · 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":4700001175}}}'

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.