Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004096

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003920

distance 0.121

#2 · Beedcell 4700004431

distance 0.182

#3 · Beedcell 4700004276

distance 0.203

#4 · Beedcell 4700004948

distance 0.215

#5 · Buldhanacell 4720008253

distance 0.215 · cross-district

#6 · Beedcell 4700003759

distance 0.224

#7 · Beedcell 4700005510

distance 0.226

#8 · Beedcell 4700004270

distance 0.226

#9 · Beedcell 4700004428

distance 0.229

#10 · Beedcell 4700004094

distance 0.229

#11 · Chhatrapati Sambhajinagarcell 4690002827

distance 0.231 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003592

distance 0.233 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690008596

distance 0.236 · cross-district

#14 · Beedcell 4700002549

distance 0.236

#15 · Beedcell 4700004960

distance 0.237

#16 · Washimcell 4990000713

distance 0.242 · cross-district

#17 · Kolhapurcell 4800002341

distance 0.244 · cross-district

#18 · Beedcell 4700004966

distance 0.244

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":4700004096}}}'

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.