Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006097

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006233

distance 0.221

#2 · Kolhapurcell 4800004054

distance 0.229 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000717

distance 0.247 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000148

distance 0.255 · cross-district

#5 · Beedcell 4700009003

distance 0.26

#6 · Sanglicell 4930004987

distance 0.269 · cross-district

#7 · Punecell 4900005546

distance 0.273 · cross-district

#8 · Solapurcell 4960012583

distance 0.276 · cross-district

#9 · Beedcell 4700005371

distance 0.278

#10 · Dharashivcell 4880002083

distance 0.278 · cross-district

#11 · Beedcell 4700006522

distance 0.279

#12 · Dharashivcell 4880002074

distance 0.279 · cross-district

#13 · Laturcell 4810002983

distance 0.283 · cross-district

#14 · Beedcell 4700004772

distance 0.284

#15 · Laturcell 4810000545

distance 0.294 · cross-district

#16 · Laturcell 4810000226

distance 0.294 · cross-district

#17 · Beedcell 4700004452

distance 0.296

#18 · Beedcell 4700006258

distance 0.296

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":4700006097}}}'

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.