Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002160

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006061

distance 0.126 · cross-district

#2 · Nandedcell 4850003508

distance 0.139

#3 · Laturcell 4810005962

distance 0.14 · cross-district

#4 · Laturcell 4810006125

distance 0.143 · cross-district

#5 · Nandedcell 4850003066

distance 0.144

#6 · Laturcell 4810006060

distance 0.147 · cross-district

#7 · Laturcell 4810005930

distance 0.147 · cross-district

#8 · Nandedcell 4850002241

distance 0.148

#9 · Nandedcell 4850001831

distance 0.157

#10 · Nandedcell 4850003258

distance 0.158

#11 · Laturcell 4810005731

distance 0.158 · cross-district

#12 · Laturcell 4810005558

distance 0.159 · cross-district

#13 · Parbhanicell 4890000067

distance 0.16 · cross-district

#14 · Laturcell 4810005738

distance 0.162 · cross-district

#15 · Nandedcell 4850002876

distance 0.162

#16 · Nandedcell 4850002157

distance 0.165

#17 · Parbhanicell 4890000190

distance 0.168 · cross-district

#18 · Laturcell 4810005929

distance 0.168 · 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":4850002160}}}'

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.