Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005938

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005647

distance 0.141

#2 · Ahmednagarcell 4660004369

distance 0.145 · cross-district

#3 · Ahmednagarcell 4660004375

distance 0.145 · cross-district

#4 · Ahmednagarcell 4660004627

distance 0.146 · cross-district

#5 · Beedcell 4700005364

distance 0.146

#6 · Beedcell 4700006083

distance 0.153

#7 · Beedcell 4700004891

distance 0.154

#8 · Beedcell 4700004873

distance 0.16

#9 · Chhatrapati Sambhajinagarcell 4690001517

distance 0.17 · cross-district

#10 · Kolhapurcell 4800002056

distance 0.171 · cross-district

#11 · Ahmednagarcell 4660004211

distance 0.171 · cross-district

#12 · Beedcell 4700005931

distance 0.175

#13 · Beedcell 4700003670

distance 0.175

#14 · Beedcell 4700005797

distance 0.179

#15 · Beedcell 4700005790

distance 0.179

#16 · Ahmednagarcell 4660004707

distance 0.179 · cross-district

#17 · Beedcell 4700004192

distance 0.179

#18 · Chhatrapati Sambhajinagarcell 4690001014

distance 0.185 · 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":4700005938}}}'

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.