Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002018

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003728

distance 0.212

#2 · Sanglicell 4930002363

distance 0.269

#3 · Sanglicell 4930002191

distance 0.28

#4 · Sanglicell 4930001143

distance 0.29

#5 · Sanglicell 4930002030

distance 0.304

#6 · Sanglicell 4930000129

distance 0.318

#7 · Ahmednagarcell 4660005337

distance 0.32 · cross-district

#8 · Sanglicell 4930001389

distance 0.325

#9 · Sanglicell 4930003221

distance 0.33

#10 · Sanglicell 4930002706

distance 0.336

#11 · Sanglicell 4930002032

distance 0.339

#12 · Chhatrapati Sambhajinagarcell 4690003344

distance 0.343 · cross-district

#13 · Sanglicell 4930000061

distance 0.349

#14 · Punecell 4900001623

distance 0.349 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000921

distance 0.357 · cross-district

#16 · Kolhapurcell 4800005899

distance 0.359 · cross-district

#17 · Beedcell 4700001706

distance 0.359 · cross-district

#18 · Dharashivcell 4880000849

distance 0.36 · 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":4930002018}}}'

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.