Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002421

The MH-36 locality cells most similar to this Amravati 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.351

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001245

distance 0.351 · cross-district

#2 · Amravaticell 4680001528

distance 0.364

#3 · Jalgaoncell 4780001396

distance 0.398 · cross-district

#4 · Hingolicell 4770002899

distance 0.407 · cross-district

#5 · Beedcell 4700006004

distance 0.409 · cross-district

#6 · Yavatmalcell 5000006139

distance 0.42 · cross-district

#7 · Bhandaracell 4710001335

distance 0.425 · cross-district

#8 · Hingolicell 4770003054

distance 0.426 · cross-district

#9 · Solapurcell 4960004713

distance 0.427 · cross-district

#10 · Nandedcell 4850002411

distance 0.427 · cross-district

#11 · Nandedcell 4850000509

distance 0.429 · cross-district

#12 · Nagpurcell 4840006877

distance 0.432 · cross-district

#13 · Laturcell 4810001487

distance 0.433 · cross-district

#14 · Amravaticell 4680003885

distance 0.433

#15 · Bhandaracell 4710000782

distance 0.438 · cross-district

#16 · Beedcell 4700001562

distance 0.44 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690008832

distance 0.442 · cross-district

#18 · Laturcell 4810002810

distance 0.443 · 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":468,"cluster_id":4680002421}}}'

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.