Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006933

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006551

distance 0.106

#2 · Beedcell 4700005765

distance 0.123

#3 · Beedcell 4700006689

distance 0.132

#4 · Solapurcell 4960003552

distance 0.135 · cross-district

#5 · Beedcell 4700004140

distance 0.168

#6 · Beedcell 4700005990

distance 0.17

#7 · Solapurcell 4960009446

distance 0.173 · cross-district

#8 · Laturcell 4810000716

distance 0.175 · cross-district

#9 · Dharashivcell 4880001166

distance 0.179 · cross-district

#10 · Beedcell 4700005565

distance 0.181

#11 · Solapurcell 4960010950

distance 0.182 · cross-district

#12 · Amravaticell 4680001621

distance 0.182 · cross-district

#13 · Beedcell 4700004493

distance 0.184

#14 · Beedcell 4700007057

distance 0.184

#15 · Amravaticell 4680001020

distance 0.185 · cross-district

#16 · Beedcell 4700006934

distance 0.185

#17 · Parbhanicell 4890000393

distance 0.188 · cross-district

#18 · Dharashivcell 4880001144

distance 0.189 · 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":4700006933}}}'

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.