Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002938

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002831

distance 0.164

#2 · Nandedcell 4850004362

distance 0.166

#3 · Akolacell 4670000523

distance 0.173 · cross-district

#4 · Washimcell 4990003683

distance 0.176 · cross-district

#5 · Akolacell 4670000587

distance 0.183 · cross-district

#6 · Nandedcell 4850003455

distance 0.189

#7 · Nandedcell 4850000010

distance 0.191

#8 · Akolacell 4670000604

distance 0.195 · cross-district

#9 · Akolacell 4670001135

distance 0.198 · cross-district

#10 · Nandedcell 4850003469

distance 0.202

#11 · Hingolicell 4770003945

distance 0.206 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004143

distance 0.206 · cross-district

#13 · Washimcell 4990003582

distance 0.206 · cross-district

#14 · Washimcell 4990000244

distance 0.208 · cross-district

#15 · Nandedcell 4850002915

distance 0.219

#16 · Washimcell 4990000836

distance 0.221 · cross-district

#17 · Beedcell 4700006405

distance 0.222 · cross-district

#18 · Akolacell 4670001251

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":485,"cluster_id":4850002938}}}'

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.