Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003781

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003780

distance 0.168

#2 · Nandedcell 4850003450

distance 0.194 · cross-district

#3 · Beedcell 4700004757

distance 0.226

#4 · Ahmednagarcell 4660006701

distance 0.231 · cross-district

#5 · Nandedcell 4850008076

distance 0.232 · cross-district

#6 · Solapurcell 4960012386

distance 0.232 · cross-district

#7 · Beedcell 4700003433

distance 0.239

#8 · Buldhanacell 4720003136

distance 0.24 · cross-district

#9 · Ahmednagarcell 4660006338

distance 0.24 · cross-district

#10 · Jalgaoncell 4780009953

distance 0.24 · cross-district

#11 · Dharashivcell 4880003492

distance 0.241 · cross-district

#12 · Akolacell 4670000056

distance 0.243 · cross-district

#13 · Washimcell 4990001431

distance 0.243 · cross-district

#14 · Ahmednagarcell 4660006341

distance 0.245 · cross-district

#15 · Parbhanicell 4890000090

distance 0.246 · cross-district

#16 · Nandedcell 4850008266

distance 0.247 · cross-district

#17 · Akolacell 4670000042

distance 0.248 · cross-district

#18 · Beedcell 4700002754

distance 0.248

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":4700003781}}}'

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.