Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003923

The MH-36 locality cells most similar to this Nanded 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000436

distance 0.214 · cross-district

#2 · Solapurcell 4960011660

distance 0.216 · cross-district

#3 · Akolacell 4670000794

distance 0.225 · cross-district

#4 · Hingolicell 4770000360

distance 0.244 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000902

distance 0.248 · cross-district

#6 · Nandedcell 4850003779

distance 0.248

#7 · Laturcell 4810002982

distance 0.249 · cross-district

#8 · Nandedcell 4850003299

distance 0.249

#9 · Chandrapurcell 4730000826

distance 0.252 · cross-district

#10 · Nandedcell 4850000126

distance 0.252

#11 · Washimcell 4990002936

distance 0.254 · cross-district

#12 · Hingolicell 4770001080

distance 0.26 · cross-district

#13 · Nandedcell 4850003924

distance 0.262

#14 · Nandedcell 4850003772

distance 0.263

#15 · Yavatmalcell 5000001195

distance 0.263 · cross-district

#16 · Yavatmalcell 5000001353

distance 0.264 · cross-district

#17 · Akolacell 4670000234

distance 0.265 · cross-district

#18 · Akolacell 4670000517

distance 0.266 · 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":485,"cluster_id":4850003923}}}'

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.