Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003259

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003249

distance 0.306

#2 · Beedcell 4700005664

distance 0.353

#3 · Ahmednagarcell 4660004233

distance 0.375 · cross-district

#4 · Laturcell 4810003821

distance 0.377 · cross-district

#5 · Beedcell 4700003422

distance 0.382

#6 · Beedcell 4700003418

distance 0.384

#7 · Beedcell 4700006371

distance 0.387

#8 · Dharashivcell 4880004882

distance 0.388 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003027

distance 0.388 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002188

distance 0.392 · cross-district

#11 · Jalnacell 4790004269

distance 0.399 · cross-district

#12 · Sataracell 4940001036

distance 0.399 · cross-district

#13 · Nandedcell 4850004269

distance 0.403 · cross-district

#14 · Sataracell 4940003158

distance 0.404 · cross-district

#15 · Beedcell 4700005809

distance 0.407

#16 · Chhatrapati Sambhajinagarcell 4690004194

distance 0.411 · cross-district

#17 · Nagpurcell 4840003855

distance 0.412 · cross-district

#18 · Sataracell 4940001936

distance 0.413 · 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":4700003259}}}'

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.