Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008925

The MH-36 locality cells most similar to this Nanded 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007731

distance 0.219 · cross-district

#2 · Yavatmalcell 5000001966

distance 0.23 · cross-district

#3 · Nandedcell 4850007242

distance 0.231

#4 · Washimcell 4990003193

distance 0.238 · cross-district

#5 · Gondiacell 4760000028

distance 0.238 · cross-district

#6 · Nandedcell 4850002230

distance 0.238

#7 · Nandedcell 4850008790

distance 0.24

#8 · Nandedcell 4850008743

distance 0.243

#9 · Yavatmalcell 5000006256

distance 0.25 · cross-district

#10 · Nandedcell 4850008648

distance 0.25

#11 · Beedcell 4700006850

distance 0.25 · cross-district

#12 · Nagpurcell 4840006861

distance 0.251 · cross-district

#13 · Yavatmalcell 5000002061

distance 0.253 · cross-district

#14 · Yavatmalcell 5000006028

distance 0.254 · cross-district

#15 · Buldhanacell 4720001842

distance 0.254 · cross-district

#16 · Yavatmalcell 5000006527

distance 0.255 · cross-district

#17 · Nandedcell 4850002759

distance 0.256

#18 · Chhatrapati Sambhajinagarcell 4690000563

distance 0.257 · 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":485,"cluster_id":4850008925}}}'

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.