Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002484

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002483

distance 0.172

#2 · Beedcell 4700000967

distance 0.183

#3 · Laturcell 4810001278

distance 0.202 · cross-district

#4 · Beedcell 4700007868

distance 0.202

#5 · Dharashivcell 4880001200

distance 0.207 · cross-district

#6 · Dharashivcell 4880002668

distance 0.207 · cross-district

#7 · Laturcell 4810001860

distance 0.211 · cross-district

#8 · Sanglicell 4930000588

distance 0.212 · cross-district

#9 · Sanglicell 4930001467

distance 0.212 · cross-district

#10 · Beedcell 4700002639

distance 0.214

#11 · Beedcell 4700003339

distance 0.216

#12 · Sanglicell 4930002238

distance 0.221 · cross-district

#13 · Dharashivcell 4880003520

distance 0.222 · cross-district

#14 · Laturcell 4810001941

distance 0.225 · cross-district

#15 · Dharashivcell 4880001221

distance 0.225 · cross-district

#16 · Sanglicell 4930003096

distance 0.226 · cross-district

#17 · Beedcell 4700004903

distance 0.227

#18 · Beedcell 4700002472

distance 0.227

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":4700002484}}}'

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.