Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008933

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008274

distance 0.168

#2 · Nandedcell 4850008217

distance 0.173

#3 · Chhatrapati Sambhajinagarcell 4690007785

distance 0.205 · cross-district

#4 · Nandedcell 4850008866

distance 0.208

#5 · Nandedcell 4850008515

distance 0.214

#6 · Nandedcell 4850007730

distance 0.215

#7 · Beedcell 4700006164

distance 0.216 · cross-district

#8 · Nagpurcell 4840007720

distance 0.219 · cross-district

#9 · Nagpurcell 4840007783

distance 0.22 · cross-district

#10 · Nagpurcell 4840006859

distance 0.22 · cross-district

#11 · Nandedcell 4850008246

distance 0.221

#12 · Nandedcell 4850007801

distance 0.224

#13 · Nandedcell 4850008026

distance 0.226

#14 · Parbhanicell 4890001762

distance 0.227 · cross-district

#15 · Beedcell 4700008879

distance 0.23 · cross-district

#16 · Nandedcell 4850008865

distance 0.232

#17 · Beedcell 4700005598

distance 0.232 · cross-district

#18 · Beedcell 4700005596

distance 0.233 · 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":4850008933}}}'

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.