Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000653

The MH-36 locality cells most similar to this Hingoli 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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000555

distance 0.163

#2 · Hingolicell 4770001008

distance 0.171

#3 · Hingolicell 4770001125

distance 0.184

#4 · Hingolicell 4770001255

distance 0.184

#5 · Hingolicell 4770001143

distance 0.185

#6 · Hingolicell 4770000193

distance 0.187

#7 · Hingolicell 4770002077

distance 0.192

#8 · Nandedcell 4850007193

distance 0.192 · cross-district

#9 · Hingolicell 4770002403

distance 0.197

#10 · Hingolicell 4770001144

distance 0.202

#11 · Yavatmalcell 5000001470

distance 0.204 · cross-district

#12 · Yavatmalcell 5000002383

distance 0.205 · cross-district

#13 · Hingolicell 4770002076

distance 0.214

#14 · Nandedcell 4850007636

distance 0.214 · cross-district

#15 · Hingolicell 4770000660

distance 0.216

#16 · Yavatmalcell 5000001407

distance 0.217 · cross-district

#17 · Hingolicell 4770000596

distance 0.223

#18 · Chhatrapati Sambhajinagarcell 4690001583

distance 0.228 · 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":477,"cluster_id":4770000653}}}'

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.