Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007353

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007257

distance 0.185

#2 · Solapurcell 4960004782

distance 0.185 · cross-district

#3 · Washimcell 4990003081

distance 0.187 · cross-district

#4 · Wardhacell 4980003769

distance 0.187 · cross-district

#5 · Laturcell 4810001807

distance 0.188 · cross-district

#6 · Beedcell 4700007256

distance 0.194

#7 · Washimcell 4990003655

distance 0.197 · cross-district

#8 · Beedcell 4700007070

distance 0.201

#9 · Yavatmalcell 5000005005

distance 0.209 · cross-district

#10 · Amravaticell 4680002107

distance 0.212 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690007584

distance 0.214 · cross-district

#12 · Wardhacell 4980005471

distance 0.216 · cross-district

#13 · Wardhacell 4980003649

distance 0.216 · cross-district

#14 · Buldhanacell 4720003518

distance 0.219 · cross-district

#15 · Washimcell 4990003609

distance 0.222 · cross-district

#16 · Yavatmalcell 5000004655

distance 0.222 · cross-district

#17 · Yavatmalcell 5000004830

distance 0.223 · cross-district

#18 · Nandedcell 4850008221

distance 0.223 · 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":4700007353}}}'

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.