Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007938

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006451

distance 0.159 · cross-district

#2 · Beedcell 4700007844

distance 0.17

#3 · Solapurcell 4960012513

distance 0.191 · cross-district

#4 · Beedcell 4700008030

distance 0.191

#5 · Ahmednagarcell 4660006341

distance 0.199 · cross-district

#6 · Beedcell 4700008240

distance 0.2

#7 · Ahmednagarcell 4660006833

distance 0.201 · cross-district

#8 · Beedcell 4700007964

distance 0.203

#9 · Beedcell 4700007748

distance 0.207

#10 · Ahmednagarcell 4660006976

distance 0.213 · cross-district

#11 · Ahmednagarcell 4660006226

distance 0.214 · cross-district

#12 · Beedcell 4700006660

distance 0.216

#13 · Beedcell 4700006639

distance 0.218

#14 · Parbhanicell 4890000089

distance 0.221 · cross-district

#15 · Ahmednagarcell 4660006697

distance 0.221 · cross-district

#16 · Beedcell 4700005239

distance 0.222

#17 · Ahmednagarcell 4660005870

distance 0.223 · cross-district

#18 · Ahmednagarcell 4660001826

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":4700007938}}}'

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.