Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003676

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

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004777

distance 0.295 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690004070

distance 0.305 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002286

distance 0.307 · cross-district

#4 · Beedcell 4700004039

distance 0.317

#5 · Beedcell 4700004709

distance 0.342

#6 · Kolhapurcell 4800002343

distance 0.361 · cross-district

#7 · Beedcell 4700003380

distance 0.364

#8 · Ahmednagarcell 4660004970

distance 0.371 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001280

distance 0.376 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004549

distance 0.376 · cross-district

#11 · Dhulecell 4740000936

distance 0.376 · cross-district

#12 · Beedcell 4700005358

distance 0.377

#13 · Beedcell 4700005927

distance 0.38

#14 · Beedcell 4700005486

distance 0.38

#15 · Chhatrapati Sambhajinagarcell 4690007032

distance 0.381 · cross-district

#16 · Ahmednagarcell 4660004629

distance 0.381 · cross-district

#17 · Ahmednagarcell 4660006516

distance 0.384 · cross-district

#18 · Beedcell 4700003538

distance 0.394

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":4700003676}}}'

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.