Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002901

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002561

distance 0.157

#2 · Kolhapurcell 4800004777

distance 0.177 · cross-district

#3 · Sanglicell 4930002391

distance 0.191

#4 · Sanglicell 4930001057

distance 0.21

#5 · Sanglicell 4930002725

distance 0.217

#6 · Sanglicell 4930000636

distance 0.232

#7 · Laturcell 4810000417

distance 0.234 · cross-district

#8 · Kolhapurcell 4800004028

distance 0.237 · cross-district

#9 · Sanglicell 4930002193

distance 0.239

#10 · Sanglicell 4930000469

distance 0.24

#11 · Ahmednagarcell 4660004027

distance 0.24 · cross-district

#12 · Solapurcell 4960011177

distance 0.244 · cross-district

#13 · Sanglicell 4930000186

distance 0.244

#14 · Solapurcell 4960000349

distance 0.245 · cross-district

#15 · Sanglicell 4930000624

distance 0.249

#16 · Solapurcell 4960003210

distance 0.249 · cross-district

#17 · Sanglicell 4930005838

distance 0.252

#18 · Sanglicell 4930003398

distance 0.256

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":4930002901}}}'

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.