Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001349

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002893

distance 0.196

#2 · Nagpurcell 4840007533

distance 0.213 · cross-district

#3 · Hingolicell 4770003509

distance 0.219

#4 · Hingolicell 4770002892

distance 0.222

#5 · Hingolicell 4770003049

distance 0.238

#6 · Hingolicell 4770002887

distance 0.241

#7 · Hingolicell 4770002601

distance 0.247

#8 · Parbhanicell 4890001709

distance 0.247 · cross-district

#9 · Akolacell 4670000527

distance 0.249 · cross-district

#10 · Hingolicell 4770002965

distance 0.249

#11 · Hingolicell 4770002735

distance 0.252

#12 · Buldhanacell 4720003576

distance 0.254 · cross-district

#13 · Hingolicell 4770002133

distance 0.257

#14 · Nagpurcell 4840007682

distance 0.263 · cross-district

#15 · Nandedcell 4850003860

distance 0.264 · cross-district

#16 · Hingolicell 4770003294

distance 0.265

#17 · Nandedcell 4850000138

distance 0.266 · cross-district

#18 · Nagpurcell 4840007621

distance 0.268 · 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":4770001349}}}'

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.