Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003280

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004407

distance 0.176

#2 · Nandedcell 4850003282

distance 0.183

#3 · Nandedcell 4850003595

distance 0.185

#4 · Beedcell 4700007960

distance 0.193 · cross-district

#5 · Nandedcell 4850003351

distance 0.194

#6 · Washimcell 4990001844

distance 0.2 · cross-district

#7 · Nandedcell 4850003602

distance 0.203

#8 · Beedcell 4700008921

distance 0.204 · cross-district

#9 · Nandedcell 4850003909

distance 0.204

#10 · Beedcell 4700003617

distance 0.205 · cross-district

#11 · Parbhanicell 4890000004

distance 0.206 · cross-district

#12 · Laturcell 4810005966

distance 0.206 · cross-district

#13 · Nandedcell 4850004870

distance 0.206

#14 · Laturcell 4810004197

distance 0.207 · cross-district

#15 · Laturcell 4810003895

distance 0.208 · cross-district

#16 · Beedcell 4700008334

distance 0.208 · cross-district

#17 · Nandedcell 4850001920

distance 0.21

#18 · Beedcell 4700004299

distance 0.21 · 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":4850003280}}}'

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.