Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003159

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002985

distance 0.23

#2 · Beedcell 4700004037

distance 0.24

#3 · Dharashivcell 4880002987

distance 0.243 · cross-district

#4 · Ahmednagarcell 4660002609

distance 0.251 · cross-district

#5 · Beedcell 4700007940

distance 0.263

#6 · Ahmednagarcell 4660005292

distance 0.263 · cross-district

#7 · Beedcell 4700004054

distance 0.264

#8 · Ahmednagarcell 4660002203

distance 0.266 · cross-district

#9 · Beedcell 4700003328

distance 0.267

#10 · Beedcell 4700006618

distance 0.267

#11 · Beedcell 4700005939

distance 0.267

#12 · Dharashivcell 4880005550

distance 0.27 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690007737

distance 0.27 · cross-district

#14 · Ahmednagarcell 4660006975

distance 0.271 · cross-district

#15 · Beedcell 4700004465

distance 0.272

#16 · Beedcell 4700007850

distance 0.274

#17 · Ahmednagarcell 4660001900

distance 0.274 · cross-district

#18 · Beedcell 4700003725

distance 0.275

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":4700003159}}}'

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.