Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003217

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002868

distance 0.141

#2 · Beedcell 4700001556

distance 0.151

#3 · Beedcell 4700002510

distance 0.154

#4 · Beedcell 4700001875

distance 0.157

#5 · Beedcell 4700001722

distance 0.16

#6 · Sanglicell 4930000669

distance 0.165 · cross-district

#7 · Beedcell 4700002526

distance 0.166

#8 · Beedcell 4700005253

distance 0.176

#9 · Beedcell 4700002683

distance 0.177

#10 · Sanglicell 4930001458

distance 0.177 · cross-district

#11 · Beedcell 4700002341

distance 0.182

#12 · Beedcell 4700000989

distance 0.182

#13 · Beedcell 4700002194

distance 0.184

#14 · Beedcell 4700000864

distance 0.185

#15 · Beedcell 4700002528

distance 0.187

#16 · Beedcell 4700002354

distance 0.187

#17 · Solapurcell 4960000893

distance 0.189 · cross-district

#18 · Sanglicell 4930001777

distance 0.19 · 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":4700003217}}}'

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.