Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002909

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002805

distance 0.177

#2 · Nandedcell 4850000400

distance 0.192

#3 · Beedcell 4700007690

distance 0.193 · cross-district

#4 · Nandedcell 4850003613

distance 0.194

#5 · Nandedcell 4850000396

distance 0.197

#6 · Washimcell 4990003063

distance 0.2 · cross-district

#7 · Washimcell 4990003068

distance 0.201 · cross-district

#8 · Beedcell 4700000956

distance 0.203 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005380

distance 0.207 · cross-district

#10 · Washimcell 4990003334

distance 0.207 · cross-district

#11 · Nandedcell 4850004196

distance 0.208

#12 · Nandedcell 4850001892

distance 0.211

#13 · Beedcell 4700001432

distance 0.214 · cross-district

#14 · Washimcell 4990001382

distance 0.215 · cross-district

#15 · Laturcell 4810002062

distance 0.216 · cross-district

#16 · Beedcell 4700008707

distance 0.217 · cross-district

#17 · Washimcell 4990002559

distance 0.217 · cross-district

#18 · Akolacell 4670000112

distance 0.218 · 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":4850002909}}}'

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.