Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003776

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003608

distance 0.127

#2 · Beedcell 4700004636

distance 0.215

#3 · Yavatmalcell 5000004999

distance 0.267 · cross-district

#4 · Beedcell 4700003270

distance 0.282

#5 · Dharashivcell 4880005550

distance 0.285 · cross-district

#6 · Washimcell 4990003209

distance 0.293 · cross-district

#7 · Beedcell 4700003772

distance 0.294

#8 · Laturcell 4810004892

distance 0.3 · cross-district

#9 · Beedcell 4700002241

distance 0.309

#10 · Beedcell 4700003383

distance 0.316

#11 · Beedcell 4700007846

distance 0.318

#12 · Beedcell 4700002926

distance 0.321

#13 · Nandedcell 4850002985

distance 0.321 · cross-district

#14 · Ahmednagarcell 4660005180

distance 0.323 · cross-district

#15 · Beedcell 4700005939

distance 0.324

#16 · Ahmednagarcell 4660006230

distance 0.324 · cross-district

#17 · Beedcell 4700003604

distance 0.326

#18 · Chhatrapati Sambhajinagarcell 4690007736

distance 0.327 · 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":4700003776}}}'

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.