Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001092

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001032

distance 0.194

#2 · Hingolicell 4770000911

distance 0.206

#3 · Hingolicell 4770001448

distance 0.227

#4 · Akolacell 4670003383

distance 0.227 · cross-district

#5 · Parbhanicell 4890003345

distance 0.228 · cross-district

#6 · Hingolicell 4770000850

distance 0.231

#7 · Hingolicell 4770001446

distance 0.232

#8 · Jalnacell 4790000706

distance 0.232 · cross-district

#9 · Akolacell 4670004003

distance 0.235 · cross-district

#10 · Parbhanicell 4890002132

distance 0.237 · cross-district

#11 · Amravaticell 4680003031

distance 0.242 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000170

distance 0.243 · cross-district

#13 · Parbhanicell 4890003189

distance 0.243 · cross-district

#14 · Jalnacell 4790000776

distance 0.244 · cross-district

#15 · Hingolicell 4770000968

distance 0.244

#16 · Hingolicell 4770003299

distance 0.245

#17 · Akolacell 4670004674

distance 0.246 · cross-district

#18 · Amravaticell 4680001784

distance 0.248 · 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":4770001092}}}'

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.