Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004432

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004169

distance 0.197 · cross-district

#2 · Akolacell 4670000175

distance 0.205 · cross-district

#3 · Beedcell 4700003919

distance 0.22

#4 · Beedcell 4700005208

distance 0.223

#5 · Beedcell 4700004778

distance 0.239

#6 · Chhatrapati Sambhajinagarcell 4690006399

distance 0.243 · cross-district

#7 · Beedcell 4700004947

distance 0.246

#8 · Beedcell 4700003926

distance 0.252

#9 · Buldhanacell 4720004552

distance 0.258 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690008102

distance 0.26 · cross-district

#11 · Beedcell 4700002415

distance 0.261

#12 · Beedcell 4700004770

distance 0.262

#13 · Beedcell 4700003754

distance 0.263

#14 · Beedcell 4700004271

distance 0.267

#15 · Buldhanacell 4720008224

distance 0.267 · cross-district

#16 · Nashikcell 4870006829

distance 0.269 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006235

distance 0.27 · cross-district

#18 · Beedcell 4700002268

distance 0.273

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":4700004432}}}'

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.