Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003944

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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002573

distance 0.237

#2 · Beedcell 4700002920

distance 0.252

#3 · Yavatmalcell 5000004851

distance 0.254 · cross-district

#4 · Nandedcell 4850002396

distance 0.26 · cross-district

#5 · Ahmednagarcell 4660005594

distance 0.267 · cross-district

#6 · Beedcell 4700003230

distance 0.269

#7 · Beedcell 4700004425

distance 0.272

#8 · Dharashivcell 4880003490

distance 0.273 · cross-district

#9 · Beedcell 4700003945

distance 0.274

#10 · Nandedcell 4850003524

distance 0.279 · cross-district

#11 · Beedcell 4700002915

distance 0.279

#12 · Sanglicell 4930002077

distance 0.282 · cross-district

#13 · Jalnacell 4790003482

distance 0.284 · cross-district

#14 · Ahmednagarcell 4660005715

distance 0.285 · cross-district

#15 · Nandedcell 4850000499

distance 0.286 · cross-district

#16 · Jalnacell 4790003905

distance 0.287 · cross-district

#17 · Sanglicell 4930000277

distance 0.29 · cross-district

#18 · Sanglicell 4930000857

distance 0.292 · 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":4700003944}}}'

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.