Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002135

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000969

distance 0.091

#2 · Ahmednagarcell 4660001900

distance 0.094 · cross-district

#3 · Ahmednagarcell 4660002203

distance 0.099 · cross-district

#4 · Beedcell 4700001974

distance 0.106

#5 · Ahmednagarcell 4660001693

distance 0.112 · cross-district

#6 · Beedcell 4700003328

distance 0.114

#7 · Beedcell 4700002136

distance 0.129

#8 · Beedcell 4700002647

distance 0.133

#9 · Ahmednagarcell 4660002206

distance 0.136 · cross-district

#10 · Ahmednagarcell 4660002096

distance 0.137 · cross-district

#11 · Ahmednagarcell 4660001804

distance 0.143 · cross-district

#12 · Beedcell 4700001370

distance 0.147

#13 · Beedcell 4700002811

distance 0.149

#14 · Beedcell 4700001990

distance 0.15

#15 · Solapurcell 4960005484

distance 0.152 · cross-district

#16 · Beedcell 4700003326

distance 0.153

#17 · Beedcell 4700001529

distance 0.155

#18 · Beedcell 4700001099

distance 0.155

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":4700002135}}}'

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.