Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003571

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001303

distance 0.175

#2 · Sanglicell 4930001437

distance 0.204

#3 · Sanglicell 4930002566

distance 0.252

#4 · Sanglicell 4930001898

distance 0.26

#5 · Sanglicell 4930003032

distance 0.263

#6 · Sanglicell 4930000191

distance 0.264

#7 · Sanglicell 4930003909

distance 0.264

#8 · Beedcell 4700002475

distance 0.265 · cross-district

#9 · Sanglicell 4930002883

distance 0.267

#10 · Sanglicell 4930004093

distance 0.27

#11 · Beedcell 4700005916

distance 0.281 · cross-district

#12 · Nashikcell 4870005284

distance 0.282 · cross-district

#13 · Sanglicell 4930002204

distance 0.283

#14 · Sanglicell 4930003255

distance 0.284

#15 · Sanglicell 4930003067

distance 0.286

#16 · Sanglicell 4930001730

distance 0.287

#17 · Sanglicell 4930001304

distance 0.29

#18 · Sanglicell 4930001917

distance 0.291

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":4930003571}}}'

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.