Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001403

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001277

distance 0.179

#2 · Sanglicell 4930000488

distance 0.187

#3 · Sanglicell 4930001273

distance 0.199

#4 · Sanglicell 4930000421

distance 0.201

#5 · Kolhapurcell 4800004947

distance 0.204 · cross-district

#6 · Sanglicell 4930000411

distance 0.208

#7 · Sanglicell 4930000322

distance 0.21

#8 · Sanglicell 4930000524

distance 0.215

#9 · Sanglicell 4930002195

distance 0.217

#10 · Sanglicell 4930001714

distance 0.221

#11 · Sanglicell 4930001284

distance 0.223

#12 · Kolhapurcell 4800005892

distance 0.223 · cross-district

#13 · Kolhapurcell 4800004005

distance 0.226 · cross-district

#14 · Sanglicell 4930003741

distance 0.226

#15 · Sanglicell 4930001141

distance 0.226

#16 · Laturcell 4810001946

distance 0.23 · cross-district

#17 · Kolhapurcell 4800004327

distance 0.231 · cross-district

#18 · Sanglicell 4930001308

distance 0.231

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":4930001403}}}'

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.