Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003462

The MH-36 locality cells most similar to this Beed 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

0.357

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003184

distance 0.357 · cross-district

#2 · Kolhapurcell 4800004093

distance 0.369 · cross-district

#3 · Yavatmalcell 5000006987

distance 0.371 · cross-district

#4 · Jalgaoncell 4780006369

distance 0.372 · cross-district

#5 · Nagpurcell 4840002421

distance 0.375 · cross-district

#6 · Nagpurcell 4840006341

distance 0.38 · cross-district

#7 · Laturcell 4810003371

distance 0.381 · cross-district

#8 · Chandrapurcell 4730002110

distance 0.389 · cross-district

#9 · Ahmednagarcell 4660010567

distance 0.391 · cross-district

#10 · Punecell 4900001223

distance 0.392 · cross-district

#11 · Nagpurcell 4840001292

distance 0.394 · cross-district

#12 · Nagpurcell 4840003199

distance 0.395 · cross-district

#13 · Chandrapurcell 4730003694

distance 0.399 · cross-district

#14 · Gadchirolicell 4750009057

distance 0.401 · cross-district

#15 · Nashikcell 4870005143

distance 0.403 · cross-district

#16 · Jalgaoncell 4780000576

distance 0.406 · cross-district

#17 · Nandedcell 4850004672

distance 0.406 · cross-district

#18 · Nagpurcell 4840001596

distance 0.413 · 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":470,"cluster_id":4700003462}}}'

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.