Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002479

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003613

distance 0.324 · cross-district

#2 · Ahmednagarcell 4660005969

distance 0.328 · cross-district

#3 · Dharashivcell 4880005813

distance 0.331 · cross-district

#4 · Beedcell 4700004221

distance 0.332

#5 · Beedcell 4700004404

distance 0.333

#6 · Beedcell 4700005066

distance 0.336

#7 · Ahmednagarcell 4660002306

distance 0.347 · cross-district

#8 · Beedcell 4700004219

distance 0.349

#9 · Solapurcell 4960000064

distance 0.353 · cross-district

#10 · Dharashivcell 4880005731

distance 0.354 · cross-district

#11 · Beedcell 4700003057

distance 0.364

#12 · Chhatrapati Sambhajinagarcell 4690007451

distance 0.369 · cross-district

#13 · Beedcell 4700003538

distance 0.372

#14 · Nashikcell 4870004207

distance 0.387 · cross-district

#15 · Beedcell 4700002993

distance 0.388

#16 · Beedcell 4700003161

distance 0.391

#17 · Chhatrapati Sambhajinagarcell 4690007874

distance 0.394 · cross-district

#18 · Beedcell 4700002815

distance 0.394

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":4700002479}}}'

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.