Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003909

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004258

distance 0.19

#2 · Beedcell 4700004263

distance 0.195

#3 · Beedcell 4700003931

distance 0.199

#4 · Beedcell 4700003910

distance 0.2

#5 · Beedcell 4700004782

distance 0.204

#6 · Akolacell 4670000150

distance 0.216 · cross-district

#7 · Beedcell 4700002593

distance 0.22

#8 · Sataracell 4940000255

distance 0.235 · cross-district

#9 · Buldhanacell 4720005149

distance 0.235 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003980

distance 0.235 · cross-district

#11 · Beedcell 4700002112

distance 0.238

#12 · Beedcell 4700002273

distance 0.239

#13 · Kolhapurcell 4800005210

distance 0.241 · cross-district

#14 · Buldhanacell 4720004778

distance 0.241 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001988

distance 0.242 · cross-district

#16 · Beedcell 4700004612

distance 0.245

#17 · Beedcell 4700003593

distance 0.246

#18 · Solapurcell 4960000027

distance 0.247 · 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":4700003909}}}'

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.