Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002693

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001406

distance 0.207

#2 · Sanglicell 4930001276

distance 0.214

#3 · Sanglicell 4930003569

distance 0.221

#4 · Kolhapurcell 4800004547

distance 0.238 · cross-district

#5 · Sanglicell 4930000814

distance 0.239

#6 · Kolhapurcell 4800004459

distance 0.244 · cross-district

#7 · Sanglicell 4930001856

distance 0.245

#8 · Kolhapurcell 4800004378

distance 0.253 · cross-district

#9 · Sanglicell 4930003722

distance 0.256

#10 · Sanglicell 4930002694

distance 0.256

#11 · Sanglicell 4930001861

distance 0.261

#12 · Sanglicell 4930000819

distance 0.262

#13 · Solapurcell 4960011816

distance 0.266 · cross-district

#14 · Kolhapurcell 4800004892

distance 0.269 · cross-district

#15 · Sanglicell 4930001699

distance 0.269

#16 · Sanglicell 4930001405

distance 0.27

#17 · Sanglicell 4930003402

distance 0.272

#18 · Sanglicell 4930000447

distance 0.275

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":4930002693}}}'

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.