Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007193

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001255

distance 0.135 · cross-district

#2 · Nandedcell 4850007636

distance 0.153

#3 · Hingolicell 4770002077

distance 0.165 · cross-district

#4 · Nandedcell 4850007909

distance 0.165

#5 · Hingolicell 4770001143

distance 0.175 · cross-district

#6 · Yavatmalcell 5000001470

distance 0.178 · cross-district

#7 · Hingolicell 4770001144

distance 0.178 · cross-district

#8 · Yavatmalcell 5000001340

distance 0.179 · cross-district

#9 · Yavatmalcell 5000002037

distance 0.188 · cross-district

#10 · Nandedcell 4850004431

distance 0.192

#11 · Hingolicell 4770000653

distance 0.192 · cross-district

#12 · Yavatmalcell 5000002383

distance 0.193 · cross-district

#13 · Nandedcell 4850001183

distance 0.195

#14 · Hingolicell 4770000660

distance 0.197 · cross-district

#15 · Nandedcell 4850007328

distance 0.198

#16 · Nandedcell 4850000807

distance 0.198

#17 · Hingolicell 4770001125

distance 0.201 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004047

distance 0.204 · 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":4850007193}}}'

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.