Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002064

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003360

distance 0.204

#2 · Washimcell 4990004272

distance 0.261 · cross-district

#3 · Hingolicell 4770002250

distance 0.289

#4 · Nagpurcell 4840006027

distance 0.299 · cross-district

#5 · Akolacell 4670001820

distance 0.3 · cross-district

#6 · Nagpurcell 4840006927

distance 0.307 · cross-district

#7 · Hingolicell 4770000650

distance 0.311

#8 · Akolacell 4670003520

distance 0.314 · cross-district

#9 · Laturcell 4810000430

distance 0.318 · cross-district

#10 · Nagpurcell 4840007136

distance 0.322 · cross-district

#11 · Amravaticell 4680002338

distance 0.322 · cross-district

#12 · Akolacell 4670002167

distance 0.327 · cross-district

#13 · Parbhanicell 4890004807

distance 0.33 · cross-district

#14 · Amravaticell 4680003279

distance 0.33 · cross-district

#15 · Akolacell 4670004352

distance 0.332 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002403

distance 0.337 · cross-district

#17 · Buldhanacell 4720007148

distance 0.337 · cross-district

#18 · Akolacell 4670003200

distance 0.337 · 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":4770002064}}}'

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.