Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005486

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007095

distance 0.202

#2 · Beedcell 4700005921

distance 0.25

#3 · Sanglicell 4930000654

distance 0.252 · cross-district

#4 · Dharashivcell 4880001297

distance 0.255 · cross-district

#5 · Beedcell 4700004250

distance 0.262

#6 · Chhatrapati Sambhajinagarcell 4690002286

distance 0.265 · cross-district

#7 · Ahmednagarcell 4660003510

distance 0.265 · cross-district

#8 · Beedcell 4700003644

distance 0.266

#9 · Nandedcell 4850004330

distance 0.267 · cross-district

#10 · Beedcell 4700005915

distance 0.269

#11 · Beedcell 4700003062

distance 0.272

#12 · Beedcell 4700006221

distance 0.278

#13 · Nashikcell 4870008099

distance 0.281 · cross-district

#14 · Ahmednagarcell 4660003867

distance 0.283 · cross-district

#15 · Buldhanacell 4720002830

distance 0.284 · cross-district

#16 · Washimcell 4990003210

distance 0.284 · cross-district

#17 · Sanglicell 4930001062

distance 0.288 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690006568

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":4700005486}}}'

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.