Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002881

The MH-36 locality cells most similar to this Sangli 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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001170

distance 0.102

#2 · Kolhapurcell 4800004344

distance 0.127 · cross-district

#3 · Sanglicell 4930001169

distance 0.142

#4 · Sanglicell 4930001556

distance 0.166

#5 · Sanglicell 4930000550

distance 0.171

#6 · Sanglicell 4930003426

distance 0.171

#7 · Sanglicell 4930003424

distance 0.171

#8 · Sanglicell 4930003923

distance 0.174

#9 · Sanglicell 4930000732

distance 0.176

#10 · Kolhapurcell 4800005033

distance 0.179 · cross-district

#11 · Kolhapurcell 4800004183

distance 0.181 · cross-district

#12 · Sanglicell 4930003760

distance 0.184

#13 · Kolhapurcell 4800005830

distance 0.188 · cross-district

#14 · Kolhapurcell 4800004690

distance 0.189 · cross-district

#15 · Sanglicell 4930000482

distance 0.189

#16 · Sanglicell 4930000554

distance 0.193

#17 · Sanglicell 4930000090

distance 0.196

#18 · Sanglicell 4930000475

distance 0.197

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":493,"cluster_id":4930002881}}}'

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.