Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002573

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780007476

distance 0.158 · cross-district

#2 · Beedcell 4700008493

distance 0.161 · cross-district

#3 · Jalgaoncell 4780008602

distance 0.171 · cross-district

#4 · Beedcell 4700007224

distance 0.174 · cross-district

#5 · Nandedcell 4850001664

distance 0.174

#6 · Nandedcell 4850001895

distance 0.179

#7 · Nandedcell 4850003604

distance 0.181

#8 · Jalgaoncell 4780007472

distance 0.185 · cross-district

#9 · Jalgaoncell 4780007599

distance 0.186 · cross-district

#10 · Jalgaoncell 4780008157

distance 0.187 · cross-district

#11 · Beedcell 4700008339

distance 0.191 · cross-district

#12 · Beedcell 4700008504

distance 0.193 · cross-district

#13 · Jalgaoncell 4780007717

distance 0.196 · cross-district

#14 · Washimcell 4990002704

distance 0.196 · cross-district

#15 · Jalgaoncell 4780007840

distance 0.196 · cross-district

#16 · Nandedcell 4850002489

distance 0.197

#17 · Nandedcell 4850000873

distance 0.198

#18 · Jalgaoncell 4780008499

distance 0.199 · 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":4850002573}}}'

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.