Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003783

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 6 distinct districts

Index confidence

0.92

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 · Sanglicell 4930001907

distance 0.197

#2 · Nashikcell 4870012137

distance 0.197 · cross-district

#3 · Sanglicell 4930001625

distance 0.199

#4 · Sanglicell 4930000231

distance 0.204

#5 · Laturcell 4810001612

distance 0.205 · cross-district

#6 · Sanglicell 4930005117

distance 0.211

#7 · Dharashivcell 4880001381

distance 0.212 · cross-district

#8 · Sanglicell 4930003791

distance 0.212

#9 · Ahmednagarcell 4660006141

distance 0.212 · cross-district

#10 · Sanglicell 4930000662

distance 0.213

#11 · Sanglicell 4930003807

distance 0.214

#12 · Sanglicell 4930003434

distance 0.216

#13 · Sanglicell 4930003636

distance 0.216

#14 · Sanglicell 4930001777

distance 0.22

#15 · Sanglicell 4930003950

distance 0.221

#16 · Nashikcell 4870012255

distance 0.223 · cross-district

#17 · Solapurcell 4960000569

distance 0.223 · cross-district

#18 · Sanglicell 4930002136

distance 0.224

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":4930003783}}}'

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.