Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002191

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005899

distance 0.17 · cross-district

#2 · Sanglicell 4930003221

distance 0.208

#3 · Sanglicell 4930002030

distance 0.214

#4 · Sanglicell 4930001389

distance 0.224

#5 · Sanglicell 4930001143

distance 0.229

#6 · Kolhapurcell 4800005766

distance 0.243 · cross-district

#7 · Sanglicell 4930003728

distance 0.243

#8 · Sanglicell 4930006436

distance 0.245

#9 · Sanglicell 4930003741

distance 0.248

#10 · Laturcell 4810001402

distance 0.253 · cross-district

#11 · Sanglicell 4930002036

distance 0.254

#12 · Sanglicell 4930002032

distance 0.256

#13 · Sanglicell 4930003244

distance 0.257

#14 · Chhatrapati Sambhajinagarcell 4690000978

distance 0.261 · cross-district

#15 · Dharashivcell 4880006336

distance 0.262 · cross-district

#16 · Sanglicell 4930003417

distance 0.262

#17 · Sanglicell 4930000936

distance 0.266

#18 · Laturcell 4810001099

distance 0.267 · 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":493,"cluster_id":4930002191}}}'

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.