Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002855

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003378

distance 0.326

#2 · Chhatrapati Sambhajinagarcell 4690003051

distance 0.349 · cross-district

#3 · Nashikcell 4870007406

distance 0.365 · cross-district

#4 · Jalgaoncell 4780000357

distance 0.393 · cross-district

#5 · Laturcell 4810004904

distance 0.393 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690007841

distance 0.395 · cross-district

#7 · Sanglicell 4930003724

distance 0.397

#8 · Jalgaoncell 4780000355

distance 0.412 · cross-district

#9 · Nashikcell 4870007678

distance 0.414 · cross-district

#10 · Jalgaoncell 4780001133

distance 0.416 · cross-district

#11 · Bhandaracell 4710000380

distance 0.418 · cross-district

#12 · Nashikcell 4870007825

distance 0.42 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005125

distance 0.42 · cross-district

#14 · Sanglicell 4930003723

distance 0.423

#15 · Sanglicell 4930000517

distance 0.428

#16 · Jalgaoncell 4780000632

distance 0.431 · cross-district

#17 · Jalgaoncell 4780001219

distance 0.432 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001384

distance 0.435 · 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":4930002855}}}'

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.