Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003334

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002818

distance 0.162

#2 · Beedcell 4700002815

distance 0.248

#3 · Beedcell 4700002992

distance 0.29

#4 · Buldhanacell 4720002915

distance 0.322 · cross-district

#5 · Beedcell 4700002820

distance 0.326

#6 · Dharashivcell 4880005817

distance 0.332 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007938

distance 0.336 · cross-district

#8 · Dharashivcell 4880005899

distance 0.337 · cross-district

#9 · Beedcell 4700004218

distance 0.34

#10 · Chhatrapati Sambhajinagarcell 4690007732

distance 0.347 · cross-district

#11 · Beedcell 4700004738

distance 0.349

#12 · Ahmednagarcell 4660006836

distance 0.35 · cross-district

#13 · Buldhanacell 4720002543

distance 0.351 · cross-district

#14 · Nashikcell 4870012087

distance 0.357 · cross-district

#15 · Beedcell 4700003207

distance 0.358

#16 · Chhatrapati Sambhajinagarcell 4690008480

distance 0.359 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003719

distance 0.361 · cross-district

#18 · Ahmednagarcell 4660003067

distance 0.361 · 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":4700003334}}}'

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.