Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001552

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002515

distance 0.125

#2 · Beedcell 4700001880

distance 0.134

#3 · Chhatrapati Sambhajinagarcell 4690004526

distance 0.136 · cross-district

#4 · Beedcell 4700001257

distance 0.143

#5 · Beedcell 4700002027

distance 0.145

#6 · Beedcell 4700002024

distance 0.145

#7 · Beedcell 4700002343

distance 0.148

#8 · Beedcell 4700001559

distance 0.149

#9 · Beedcell 4700002203

distance 0.15

#10 · Beedcell 4700002519

distance 0.154

#11 · Dharashivcell 4880006365

distance 0.158 · cross-district

#12 · Beedcell 4700005975

distance 0.158

#13 · Beedcell 4700002041

distance 0.159

#14 · Beedcell 4700002517

distance 0.16

#15 · Beedcell 4700002690

distance 0.163

#16 · Dharashivcell 4880006414

distance 0.165 · cross-district

#17 · Beedcell 4700002361

distance 0.165

#18 · Beedcell 4700001863

distance 0.171

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":4700001552}}}'

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.