Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003383

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

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004846

distance 0.314 · cross-district

#2 · Ahmednagarcell 4660014281

distance 0.323 · cross-district

#3 · Sanglicell 4930003384

distance 0.324

#4 · Chhatrapati Sambhajinagarcell 4690000101

distance 0.331 · cross-district

#5 · Dharashivcell 4880001993

distance 0.338 · cross-district

#6 · Sanglicell 4930003204

distance 0.338

#7 · Chhatrapati Sambhajinagarcell 4690004948

distance 0.343 · cross-district

#8 · Sanglicell 4930002036

distance 0.344

#9 · Ahmednagarcell 4660011233

distance 0.351 · cross-district

#10 · Laturcell 4810000649

distance 0.351 · cross-district

#11 · Sanglicell 4930003209

distance 0.357

#12 · Ahmednagarcell 4660001783

distance 0.357 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005854

distance 0.358 · cross-district

#14 · Sanglicell 4930002349

distance 0.358

#15 · Chhatrapati Sambhajinagarcell 4690004411

distance 0.358 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000459

distance 0.359 · cross-district

#17 · Ahmednagarcell 4660009068

distance 0.361 · cross-district

#18 · Ahmednagarcell 4660008902

distance 0.361 · 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":4930003383}}}'

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.