Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001169

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001170

distance 0.186

#2 · Hingolicell 4770001409

distance 0.192

#3 · Amravaticell 4680005461

distance 0.196 · cross-district

#4 · Hingolicell 4770001515

distance 0.212

#5 · Hingolicell 4770000867

distance 0.216

#6 · Hingolicell 4770001826

distance 0.218

#7 · Hingolicell 4770000865

distance 0.218

#8 · Nagpurcell 4840008394

distance 0.221 · cross-district

#9 · Hingolicell 4770001079

distance 0.226

#10 · Hingolicell 4770002534

distance 0.227

#11 · Buldhanacell 4720008204

distance 0.233 · cross-district

#12 · Akolacell 4670000454

distance 0.235 · cross-district

#13 · Hingolicell 4770001405

distance 0.238

#14 · Nandedcell 4850006894

distance 0.24 · cross-district

#15 · Amravaticell 4680006636

distance 0.243 · cross-district

#16 · Hingolicell 4770001462

distance 0.243

#17 · Hingolicell 4770001174

distance 0.245

#18 · Akolacell 4670000347

distance 0.245 · 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":4770001169}}}'

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.