Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000634

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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001550

distance 0.086

#2 · Beedcell 4700001117

distance 0.115

#3 · Beedcell 4700001250

distance 0.135

#4 · Dharashivcell 4880006371

distance 0.15 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004699

distance 0.152 · cross-district

#6 · Dharashivcell 4880001071

distance 0.154 · cross-district

#7 · Washimcell 4990002110

distance 0.157 · cross-district

#8 · Beedcell 4700000871

distance 0.166

#9 · Dharashivcell 4880000721

distance 0.167 · cross-district

#10 · Beedcell 4700000626

distance 0.167

#11 · Dharashivcell 4880000205

distance 0.169 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004878

distance 0.169 · cross-district

#13 · Washimcell 4990002188

distance 0.172 · cross-district

#14 · Beedcell 4700001565

distance 0.172

#15 · Dharashivcell 4880000576

distance 0.172 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003759

distance 0.174 · cross-district

#17 · Ahmednagarcell 4660001391

distance 0.174 · cross-district

#18 · Beedcell 4700006922

distance 0.175

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":4700000634}}}'

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.