Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002194

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001401

distance 0.193

#2 · Sanglicell 4930001161

distance 0.217

#3 · Sanglicell 4930003559

distance 0.23

#4 · Sanglicell 4930000535

distance 0.245

#5 · Sanglicell 4930001731

distance 0.247

#6 · Sanglicell 4930000539

distance 0.262

#7 · Sanglicell 4930001432

distance 0.262

#8 · Sanglicell 4930001140

distance 0.265

#9 · Sanglicell 4930002193

distance 0.27

#10 · Kolhapurcell 4800005836

distance 0.279 · cross-district

#11 · Sanglicell 4930002391

distance 0.281

#12 · Sanglicell 4930002390

distance 0.295

#13 · Sanglicell 4930001285

distance 0.297

#14 · Sanglicell 4930003931

distance 0.298

#15 · Sanglicell 4930000916

distance 0.3

#16 · Solapurcell 4960006036

distance 0.3 · cross-district

#17 · Sanglicell 4930000860

distance 0.301

#18 · Sanglicell 4930002536

distance 0.301

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":4930002194}}}'

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.