Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002192

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002193

distance 0.125

#2 · Hingolicell 4770001827

distance 0.143

#3 · Hingolicell 4770002189

distance 0.166

#4 · Hingolicell 4770002006

distance 0.168

#5 · Hingolicell 4770002194

distance 0.186

#6 · Hingolicell 4770002251

distance 0.186

#7 · Hingolicell 4770001940

distance 0.196

#8 · Hingolicell 4770000920

distance 0.231

#9 · Hingolicell 4770002256

distance 0.232

#10 · Hingolicell 4770001936

distance 0.238

#11 · Hingolicell 4770000369

distance 0.247

#12 · Amravaticell 4680005864

distance 0.254 · cross-district

#13 · Hingolicell 4770002185

distance 0.255

#14 · Akolacell 4670002605

distance 0.258 · cross-district

#15 · Parbhanicell 4890005054

distance 0.259 · cross-district

#16 · Hingolicell 4770003195

distance 0.263

#17 · Hingolicell 4770002390

distance 0.266

#18 · Hingolicell 4770000433

distance 0.266

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":4770002192}}}'

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.