Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001963

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 5 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 4700001808

distance 0.111

#2 · Ahmednagarcell 4660000045

distance 0.153 · cross-district

#3 · Beedcell 4700005032

distance 0.162

#4 · Ahmednagarcell 4660003121

distance 0.162 · cross-district

#5 · Beedcell 4700001964

distance 0.163

#6 · Beedcell 4700003311

distance 0.165

#7 · Ahmednagarcell 4660001093

distance 0.167 · cross-district

#8 · Beedcell 4700004692

distance 0.167

#9 · Ahmednagarcell 4660009427

distance 0.17 · cross-district

#10 · Ahmednagarcell 4660002833

distance 0.173 · cross-district

#11 · Solapurcell 4960011984

distance 0.173 · cross-district

#12 · Punecell 4900001895

distance 0.174 · cross-district

#13 · Beedcell 4700001091

distance 0.177

#14 · Ahmednagarcell 4660000047

distance 0.18 · cross-district

#15 · Ahmednagarcell 4660001726

distance 0.182 · cross-district

#16 · Ahmednagarcell 4660002912

distance 0.182 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002113

distance 0.182 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000609

distance 0.184 · 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":4700001963}}}'

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.