Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002171

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001399

distance 0.129

#2 · Nandedcell 4850001691

distance 0.143

#3 · Nandedcell 4850002168

distance 0.152

#4 · Parbhanicell 4890000070

distance 0.159 · cross-district

#5 · Nandedcell 4850001395

distance 0.162

#6 · Laturcell 4810006062

distance 0.166 · cross-district

#7 · Laturcell 4810004613

distance 0.178 · cross-district

#8 · Laturcell 4810006086

distance 0.184 · cross-district

#9 · Nandedcell 4850001275

distance 0.185

#10 · Nandedcell 4850001327

distance 0.188

#11 · Laturcell 4810005357

distance 0.192 · cross-district

#12 · Nandedcell 4850002167

distance 0.195

#13 · Nandedcell 4850003186

distance 0.197

#14 · Nandedcell 4850001604

distance 0.203

#15 · Beedcell 4700001803

distance 0.207 · cross-district

#16 · Laturcell 4810003919

distance 0.208 · cross-district

#17 · Nandedcell 4850001403

distance 0.211

#18 · Laturcell 4810005895

distance 0.213 · 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":4850002171}}}'

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.