Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005445

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005447

distance 0.135

#2 · Laturcell 4810003411

distance 0.167 · cross-district

#3 · Laturcell 4810002868

distance 0.168 · cross-district

#4 · Beedcell 4700005136

distance 0.168

#5 · Laturcell 4810004519

distance 0.174 · cross-district

#6 · Nandedcell 4850004468

distance 0.175 · cross-district

#7 · Nandedcell 4850005392

distance 0.182 · cross-district

#8 · Beedcell 4700006321

distance 0.184

#9 · Nandedcell 4850004729

distance 0.184 · cross-district

#10 · Solapurcell 4960012289

distance 0.186 · cross-district

#11 · Laturcell 4810002772

distance 0.186 · cross-district

#12 · Kolhapurcell 4800004082

distance 0.186 · cross-district

#13 · Dharashivcell 4880003775

distance 0.187 · cross-district

#14 · Nandedcell 4850005463

distance 0.19 · cross-district

#15 · Nandedcell 4850004794

distance 0.19 · cross-district

#16 · Kolhapurcell 4800004087

distance 0.192 · cross-district

#17 · Laturcell 4810000410

distance 0.193 · cross-district

#18 · Laturcell 4810004410

distance 0.194 · 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":4700005445}}}'

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.