Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003151

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002495

distance 0.137 · cross-district

#2 · Beedcell 4700002807

distance 0.151

#3 · Ahmednagarcell 4660002314

distance 0.16 · cross-district

#4 · Ahmednagarcell 4660001207

distance 0.175 · cross-district

#5 · Beedcell 4700007104

distance 0.175

#6 · Ahmednagarcell 4660002403

distance 0.178 · cross-district

#7 · Dharashivcell 4880005371

distance 0.186 · cross-district

#8 · Ahmednagarcell 4660002685

distance 0.187 · cross-district

#9 · Ahmednagarcell 4660002509

distance 0.192 · cross-district

#10 · Ahmednagarcell 4660001999

distance 0.194 · cross-district

#11 · Beedcell 4700005532

distance 0.194

#12 · Solapurcell 4960004439

distance 0.197 · cross-district

#13 · Ahmednagarcell 4660006439

distance 0.198 · cross-district

#14 · Ahmednagarcell 4660008111

distance 0.199 · cross-district

#15 · Ahmednagarcell 4660002413

distance 0.2 · cross-district

#16 · Solapurcell 4960005052

distance 0.206 · cross-district

#17 · Beedcell 4700007310

distance 0.207

#18 · Beedcell 4700002803

distance 0.208

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":4700003151}}}'

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.