Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000939

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001274

distance 0.199

#2 · Ahmednagarcell 4660010242

distance 0.313 · cross-district

#3 · Laturcell 4810001874

distance 0.344 · cross-district

#4 · Sanglicell 4930000521

distance 0.344

#5 · Sanglicell 4930003895

distance 0.363

#6 · Sanglicell 4930003562

distance 0.382

#7 · Sanglicell 4930003381

distance 0.385

#8 · Sanglicell 4930000830

distance 0.39

#9 · Chhatrapati Sambhajinagarcell 4690003667

distance 0.393 · cross-district

#10 · Buldhanacell 4720000778

distance 0.395 · cross-district

#11 · Ahmednagarcell 4660005775

distance 0.398 · cross-district

#12 · Beedcell 4700001351

distance 0.403 · cross-district

#13 · Washimcell 4990003920

distance 0.404 · cross-district

#14 · Dharashivcell 4880005934

distance 0.404 · cross-district

#15 · Dharashivcell 4880000695

distance 0.406 · cross-district

#16 · Washimcell 4990002011

distance 0.407 · cross-district

#17 · Sanglicell 4930005821

distance 0.409

#18 · Sanglicell 4930003894

distance 0.41

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":4930000939}}}'

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.