Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002698

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000828

distance 0.144 · cross-district

#2 · Nandedcell 4850001380

distance 0.146

#3 · Parbhanicell 4890001075

distance 0.158 · cross-district

#4 · Laturcell 4810005989

distance 0.187 · cross-district

#5 · Laturcell 4810005572

distance 0.192 · cross-district

#6 · Nandedcell 4850002700

distance 0.194

#7 · Nandedcell 4850002785

distance 0.204

#8 · Laturcell 4810006165

distance 0.204 · cross-district

#9 · Laturcell 4810005950

distance 0.204 · cross-district

#10 · Nandedcell 4850002433

distance 0.206

#11 · Nandedcell 4850001689

distance 0.206

#12 · Nandedcell 4850002512

distance 0.207

#13 · Beedcell 4700001960

distance 0.207 · cross-district

#14 · Nandedcell 4850001482

distance 0.213

#15 · Nandedcell 4850001530

distance 0.217

#16 · Laturcell 4810006029

distance 0.217 · cross-district

#17 · Laturcell 4810005919

distance 0.22 · cross-district

#18 · Nandedcell 4850003070

distance 0.22

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":4850002698}}}'

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.