Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002890

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001886

distance 0.168

#2 · Sanglicell 4930003414

distance 0.175

#3 · Sanglicell 4930002722

distance 0.181

#4 · Dharashivcell 4880000859

distance 0.183 · cross-district

#5 · Sanglicell 4930002212

distance 0.184

#6 · Sanglicell 4930003233

distance 0.19

#7 · Sanglicell 4930004535

distance 0.193

#8 · Sanglicell 4930001889

distance 0.202

#9 · Sanglicell 4930003419

distance 0.204

#10 · Sanglicell 4930001054

distance 0.208

#11 · Sanglicell 4930000730

distance 0.209

#12 · Sanglicell 4930000048

distance 0.209

#13 · Beedcell 4700003818

distance 0.209 · cross-district

#14 · Solapurcell 4960000091

distance 0.21 · cross-district

#15 · Sanglicell 4930001296

distance 0.211

#16 · Sanglicell 4930000946

distance 0.214

#17 · Sanglicell 4930000075

distance 0.217

#18 · Sanglicell 4930005211

distance 0.217

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":4930002890}}}'

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.