Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003173

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002151

distance 0.258

#2 · Sanglicell 4930002488

distance 0.26

#3 · Sanglicell 4930000889

distance 0.271

#4 · Chhatrapati Sambhajinagarcell 4690003137

distance 0.304 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003248

distance 0.325 · cross-district

#6 · Nashikcell 4870011570

distance 0.326 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003239

distance 0.35 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003045

distance 0.35 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003353

distance 0.355 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003242

distance 0.36 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003251

distance 0.361 · cross-district

#12 · Sanglicell 4930003350

distance 0.362

#13 · Ahmednagarcell 4660013907

distance 0.362 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002128

distance 0.366 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001746

distance 0.366 · cross-district

#16 · Nashikcell 4870012237

distance 0.367 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003147

distance 0.372 · cross-district

#18 · Nashikcell 4870010468

distance 0.373 · 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":4930003173}}}'

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.