Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002250

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

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002952

distance 0.244

#2 · Amravaticell 4680001064

distance 0.246 · cross-district

#3 · Nagpurcell 4840006927

distance 0.27 · cross-district

#4 · Amravaticell 4680001206

distance 0.272 · cross-district

#5 · Laturcell 4810000430

distance 0.273 · cross-district

#6 · Buldhanacell 4720007836

distance 0.287 · cross-district

#7 · Hingolicell 4770002064

distance 0.289

#8 · Buldhanacell 4720006146

distance 0.29 · cross-district

#9 · Amravaticell 4680003279

distance 0.29 · cross-district

#10 · Akolacell 4670004352

distance 0.296 · cross-district

#11 · Amravaticell 4680003289

distance 0.298 · cross-district

#12 · Washimcell 4990004272

distance 0.303 · cross-district

#13 · Amravaticell 4680003371

distance 0.305 · cross-district

#14 · Amravaticell 4680002338

distance 0.306 · cross-district

#15 · Akolacell 4670002609

distance 0.306 · cross-district

#16 · Gondiacell 4760001667

distance 0.309 · cross-district

#17 · Akolacell 4670003520

distance 0.311 · cross-district

#18 · Nandedcell 4850000527

distance 0.315 · 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":4770002250}}}'

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.