Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002598

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002438

distance 0.131

#2 · Beedcell 4700002777

distance 0.21

#3 · Beedcell 4700002431

distance 0.241

#4 · Beedcell 4700002602

distance 0.244

#5 · Nagpurcell 4840002790

distance 0.247 · cross-district

#6 · Nashikcell 4870007071

distance 0.255 · cross-district

#7 · Beedcell 4700002594

distance 0.255

#8 · Chhatrapati Sambhajinagarcell 4690006875

distance 0.256 · cross-district

#9 · Beedcell 4700001639

distance 0.258

#10 · Beedcell 4700001799

distance 0.259

#11 · Beedcell 4700001795

distance 0.259

#12 · Kolhapurcell 4800005282

distance 0.26 · cross-district

#13 · Beedcell 4700001950

distance 0.261

#14 · Beedcell 4700001640

distance 0.262

#15 · Chhatrapati Sambhajinagarcell 4690006499

distance 0.267 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006433

distance 0.268 · cross-district

#17 · Kolhapurcell 4800005195

distance 0.268 · cross-district

#18 · Beedcell 4700001647

distance 0.274

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":4700002598}}}'

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.