Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002563

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000192

distance 0.219

#2 · Sanglicell 4930002204

distance 0.225

#3 · Sanglicell 4930001304

distance 0.23

#4 · Sanglicell 4930003925

distance 0.237

#5 · Nashikcell 4870005134

distance 0.266 · cross-district

#6 · Sanglicell 4930002877

distance 0.266

#7 · Sanglicell 4930000128

distance 0.267

#8 · Sanglicell 4930001730

distance 0.27

#9 · Sanglicell 4930004093

distance 0.275

#10 · Sanglicell 4930002365

distance 0.277

#11 · Sanglicell 4930000065

distance 0.28

#12 · Sanglicell 4930000003

distance 0.284

#13 · Nashikcell 4870004856

distance 0.286 · cross-district

#14 · Sanglicell 4930003593

distance 0.286

#15 · Sanglicell 4930003592

distance 0.286

#16 · Sanglicell 4930005104

distance 0.288

#17 · Sanglicell 4930002895

distance 0.29

#18 · Sanglicell 4930002904

distance 0.294

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":4930002563}}}'

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.