Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003867

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870008940

distance 0.316 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690006294

distance 0.331 · cross-district

#3 · Sataracell 4940000034

distance 0.334 · cross-district

#4 · Nashikcell 4870008796

distance 0.342 · cross-district

#5 · Nashikcell 4870008942

distance 0.352 · cross-district

#6 · Sanglicell 4930001670

distance 0.354

#7 · Nashikcell 4870008802

distance 0.357 · cross-district

#8 · Nashikcell 4870010034

distance 0.359 · cross-district

#9 · Nashikcell 4870008642

distance 0.364 · cross-district

#10 · Nashikcell 4870008497

distance 0.366 · cross-district

#11 · Sanglicell 4930001244

distance 0.372

#12 · Sataracell 4940003786

distance 0.376 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690007160

distance 0.378 · cross-district

#14 · Sanglicell 4930002511

distance 0.378

#15 · Nashikcell 4870009363

distance 0.383 · cross-district

#16 · Sataracell 4940000282

distance 0.387 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690007097

distance 0.388 · cross-district

#18 · Nashikcell 4870009331

distance 0.388 · 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":4930003867}}}'

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.