Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001395

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003121

distance 0.26

#2 · Buldhanacell 4720008006

distance 0.261 · cross-district

#3 · Hingolicell 4770002724

distance 0.262

#4 · Hingolicell 4770000913

distance 0.273

#5 · Nagpurcell 4840007335

distance 0.276 · cross-district

#6 · Akolacell 4670003562

distance 0.277 · cross-district

#7 · Hingolicell 4770001398

distance 0.28

#8 · Hingolicell 4770000912

distance 0.282

#9 · Nandedcell 4850000350

distance 0.287 · cross-district

#10 · Akolacell 4670003471

distance 0.29 · cross-district

#11 · Hingolicell 4770001507

distance 0.29

#12 · Chandrapurcell 4730000827

distance 0.291 · cross-district

#13 · Gondiacell 4760002824

distance 0.291 · cross-district

#14 · Nandedcell 4850000806

distance 0.291 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001458

distance 0.292 · cross-district

#16 · Akolacell 4670002901

distance 0.292 · cross-district

#17 · Buldhanacell 4720007453

distance 0.293 · cross-district

#18 · Nagpurcell 4840006687

distance 0.293 · 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":4770001395}}}'

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.