Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002889

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003589

distance 0.132

#2 · Dharashivcell 4880000474

distance 0.167 · cross-district

#3 · Sanglicell 4930000282

distance 0.175

#4 · Sanglicell 4930002716

distance 0.191

#5 · Sanglicell 4930001882

distance 0.196

#6 · Beedcell 4700004783

distance 0.196 · cross-district

#7 · Sanglicell 4930002887

distance 0.196

#8 · Dharashivcell 4880001127

distance 0.205 · cross-district

#9 · Sanglicell 4930004570

distance 0.21

#10 · Sanglicell 4930004693

distance 0.211

#11 · Sanglicell 4930000848

distance 0.212

#12 · Sanglicell 4930002898

distance 0.213

#13 · Sanglicell 4930004820

distance 0.214

#14 · Sanglicell 4930004245

distance 0.218

#15 · Sanglicell 4930004534

distance 0.218

#16 · Sanglicell 4930004590

distance 0.219

#17 · Beedcell 4700001729

distance 0.22 · cross-district

#18 · Sanglicell 4930000376

distance 0.221

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":4930002889}}}'

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.