Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000321

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000278

distance 0.125

#2 · Hingolicell 4770000276

distance 0.146

#3 · Hingolicell 4770000406

distance 0.151

#4 · Hingolicell 4770000188

distance 0.164

#5 · Hingolicell 4770000156

distance 0.177

#6 · Hingolicell 4770001208

distance 0.178

#7 · Hingolicell 4770000655

distance 0.179

#8 · Hingolicell 4770000497

distance 0.191

#9 · Ahmednagarcell 4660012943

distance 0.194 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001665

distance 0.197 · cross-district

#11 · Ahmednagarcell 4660011729

distance 0.197 · cross-district

#12 · Nandedcell 4850001419

distance 0.198 · cross-district

#13 · Washimcell 4990000923

distance 0.199 · cross-district

#14 · Nandedcell 4850000899

distance 0.202 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001663

distance 0.203 · cross-district

#16 · Yavatmalcell 5000002968

distance 0.204 · cross-district

#17 · Chandrapurcell 4730002225

distance 0.205 · cross-district

#18 · Hingolicell 4770000281

distance 0.206

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":4770000321}}}'

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.