Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008933

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008623

distance 0.216 · cross-district

#2 · Beedcell 4700004384

distance 0.225

#3 · Dharashivcell 4880003238

distance 0.244 · cross-district

#4 · Beedcell 4700003356

distance 0.246

#5 · Chhatrapati Sambhajinagarcell 4690007488

distance 0.267 · cross-district

#6 · Dharashivcell 4880003454

distance 0.273 · cross-district

#7 · Solapurcell 4960006459

distance 0.277 · cross-district

#8 · Parbhanicell 4890000100

distance 0.279 · cross-district

#9 · Beedcell 4700008746

distance 0.285

#10 · Ahmednagarcell 4660005993

distance 0.291 · cross-district

#11 · Ahmednagarcell 4660006205

distance 0.292 · cross-district

#12 · Ahmednagarcell 4660006195

distance 0.294 · cross-district

#13 · Beedcell 4700008748

distance 0.295

#14 · Dharashivcell 4880003970

distance 0.297 · cross-district

#15 · Ahmednagarcell 4660007251

distance 0.3 · cross-district

#16 · Dharashivcell 4880005792

distance 0.3 · cross-district

#17 · Beedcell 4700008446

distance 0.302

#18 · Buldhanacell 4720000474

distance 0.305 · 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":4700008933}}}'

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.