Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006522

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004223

distance 0.259 · cross-district

#2 · Beedcell 4700006258

distance 0.26

#3 · Beedcell 4700007406

distance 0.271

#4 · Dharashivcell 4880006297

distance 0.276 · cross-district

#5 · Beedcell 4700008390

distance 0.278

#6 · Beedcell 4700006097

distance 0.279

#7 · Chhatrapati Sambhajinagarcell 4690000731

distance 0.279 · cross-district

#8 · Laturcell 4810001009

distance 0.279 · cross-district

#9 · Dharashivcell 4880005230

distance 0.281 · cross-district

#10 · Laturcell 4810003294

distance 0.282 · cross-district

#11 · Beedcell 4700006959

distance 0.283

#12 · Jalnacell 4790002894

distance 0.284 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000001

distance 0.287 · cross-district

#14 · Dharashivcell 4880001875

distance 0.287 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000717

distance 0.288 · cross-district

#16 · Washimcell 4990002294

distance 0.291 · cross-district

#17 · Beedcell 4700007352

distance 0.292

#18 · Nandedcell 4850002681

distance 0.293 · 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":4700006522}}}'

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.