Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003382

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.346

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003560

distance 0.346

#2 · Nashikcell 4870007636

distance 0.433 · cross-district

#3 · Buldhanacell 4720001253

distance 0.439 · cross-district

#4 · Dharashivcell 4880000892

distance 0.442 · cross-district

#5 · Solapurcell 4960012407

distance 0.448 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690004949

distance 0.45 · cross-district

#7 · Sanglicell 4930005976

distance 0.458

#8 · Beedcell 4700002327

distance 0.463 · cross-district

#9 · Buldhanacell 4720005426

distance 0.47 · cross-district

#10 · Sataracell 4940001492

distance 0.474 · cross-district

#11 · Sanglicell 4930000721

distance 0.474

#12 · Dharashivcell 4880003411

distance 0.475 · cross-district

#13 · Nandedcell 4850002293

distance 0.476 · cross-district

#14 · Sanglicell 4930001139

distance 0.477

#15 · Sanglicell 4930001260

distance 0.481

#16 · Washimcell 4990003859

distance 0.483 · cross-district

#17 · Ahmednagarcell 4660009241

distance 0.484 · cross-district

#18 · Buldhanacell 4720000778

distance 0.487 · 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":4930003382}}}'

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.