Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670002421

The MH-36 locality cells most similar to this Akola 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 5 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002302

distance 0.106

#2 · Akolacell 4670002672

distance 0.118

#3 · Akolacell 4670003129

distance 0.119

#4 · Akolacell 4670002116

distance 0.12

#5 · Amravaticell 4680001140

distance 0.125 · cross-district

#6 · Amravaticell 4680001959

distance 0.126 · cross-district

#7 · Akolacell 4670002110

distance 0.131

#8 · Akolacell 4670001957

distance 0.137

#9 · Amravaticell 4680001283

distance 0.139 · cross-district

#10 · Amravaticell 4680003189

distance 0.139 · cross-district

#11 · Akolacell 4670001572

distance 0.141

#12 · Akolacell 4670002111

distance 0.141

#13 · Akolacell 4670001125

distance 0.142

#14 · Buldhanacell 4720003249

distance 0.144 · cross-district

#15 · Washimcell 4990003631

distance 0.149 · cross-district

#16 · Washimcell 4990003477

distance 0.149 · cross-district

#17 · Washimcell 4990003625

distance 0.15 · cross-district

#18 · Nandedcell 4850002916

distance 0.151 · 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":467,"cluster_id":4670002421}}}'

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.