Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001019

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001745

distance 0.177 · cross-district

#2 · Dharashivcell 4880000989

distance 0.198 · cross-district

#3 · Yavatmalcell 5000001641

distance 0.203 · cross-district

#4 · Nandedcell 4850002113

distance 0.205

#5 · Nandedcell 4850002294

distance 0.21

#6 · Nandedcell 4850002559

distance 0.211

#7 · Buldhanacell 4720006348

distance 0.211 · cross-district

#8 · Beedcell 4700008173

distance 0.212 · cross-district

#9 · Buldhanacell 4720006425

distance 0.22 · cross-district

#10 · Beedcell 4700008182

distance 0.22 · cross-district

#11 · Yavatmalcell 5000001715

distance 0.221 · cross-district

#12 · Nandedcell 4850000668

distance 0.221

#13 · Gadchirolicell 4750011781

distance 0.221 · cross-district

#14 · Nandedcell 4850001722

distance 0.226

#15 · Nandedcell 4850001875

distance 0.227

#16 · Chhatrapati Sambhajinagarcell 4690001482

distance 0.228 · cross-district

#17 · Nandedcell 4850000368

distance 0.232

#18 · Amravaticell 4680000029

distance 0.232 · 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":4850001019}}}'

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.