Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002128

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.361

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002445

distance 0.361

#2 · Akolacell 4670004332

distance 0.367 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001431

distance 0.39 · cross-district

#4 · Buldhanacell 4720005426

distance 0.399 · cross-district

#5 · Sataracell 4940000948

distance 0.399 · cross-district

#6 · Akolacell 4670002265

distance 0.402 · cross-district

#7 · Sataracell 4940001425

distance 0.404 · cross-district

#8 · Hingolicell 4770002129

distance 0.408

#9 · Nandedcell 4850000625

distance 0.411 · cross-district

#10 · Akolacell 4670000504

distance 0.414 · cross-district

#11 · Buldhanacell 4720006297

distance 0.417 · cross-district

#12 · Nagpurcell 4840002005

distance 0.419 · cross-district

#13 · Buldhanacell 4720005827

distance 0.419 · cross-district

#14 · Amravaticell 4680006743

distance 0.425 · cross-district

#15 · Hingolicell 4770002516

distance 0.426

#16 · Nashikcell 4870009628

distance 0.428 · cross-district

#17 · Beedcell 4700001343

distance 0.428 · cross-district

#18 · Wardhacell 4980004959

distance 0.43 · 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":4770002128}}}'

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.