Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002772

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002949

distance 0.145

#2 · Sanglicell 4930001938

distance 0.159

#3 · Sanglicell 4930001588

distance 0.167

#4 · Sanglicell 4930003974

distance 0.19

#5 · Sanglicell 4930002780

distance 0.191

#6 · Sanglicell 4930002302

distance 0.196

#7 · Dharashivcell 4880002673

distance 0.199 · cross-district

#8 · Sanglicell 4930002905

distance 0.211

#9 · Beedcell 4700002346

distance 0.213 · cross-district

#10 · Sanglicell 4930003461

distance 0.214

#11 · Beedcell 4700001876

distance 0.215 · cross-district

#12 · Beedcell 4700002193

distance 0.215 · cross-district

#13 · Solapurcell 4960004884

distance 0.217 · cross-district

#14 · Beedcell 4700002679

distance 0.219 · cross-district

#15 · Sanglicell 4930002924

distance 0.221

#16 · Beedcell 4700001718

distance 0.223 · cross-district

#17 · Laturcell 4810000469

distance 0.224 · cross-district

#18 · Beedcell 4700000189

distance 0.224 · 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":4930002772}}}'

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.