Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002082

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001482

distance 0.184

#2 · Nandedcell 4850001689

distance 0.2

#3 · Nandedcell 4850002433

distance 0.218

#4 · Laturcell 4810006165

distance 0.22 · cross-district

#5 · Parbhanicell 4890000828

distance 0.225 · cross-district

#6 · Nandedcell 4850001380

distance 0.226

#7 · Nandedcell 4850002698

distance 0.231

#8 · Laturcell 4810005836

distance 0.233 · cross-district

#9 · Nandedcell 4850004036

distance 0.233

#10 · Laturcell 4810005690

distance 0.233 · cross-district

#11 · Laturcell 4810005829

distance 0.241 · cross-district

#12 · Parbhanicell 4890000307

distance 0.242 · cross-district

#13 · Nandedcell 4850001768

distance 0.246

#14 · Parbhanicell 4890000163

distance 0.246 · cross-district

#15 · Parbhanicell 4890001075

distance 0.246 · cross-district

#16 · Nandedcell 4850002988

distance 0.255

#17 · Nandedcell 4850002902

distance 0.255

#18 · Nandedcell 4850003087

distance 0.256

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":4850002082}}}'

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.