Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003204

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

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003384

distance 0.306

#2 · Nashikcell 4870004846

distance 0.309 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000459

distance 0.33 · cross-district

#4 · Sanglicell 4930003383

distance 0.338

#5 · Dharashivcell 4880001993

distance 0.374 · cross-district

#6 · Washimcell 4990001847

distance 0.401 · cross-district

#7 · Sanglicell 4930003723

distance 0.405

#8 · Amravaticell 4680001042

distance 0.406 · cross-district

#9 · Jalgaoncell 4780002938

distance 0.409 · cross-district

#10 · Ahmednagarcell 4660000523

distance 0.415 · cross-district

#11 · Sanglicell 4930001859

distance 0.422

#12 · Sanglicell 4930002349

distance 0.426

#13 · Buldhanacell 4720001844

distance 0.432 · cross-district

#14 · Sanglicell 4930003216

distance 0.434

#15 · Ahmednagarcell 4660012791

distance 0.437 · cross-district

#16 · Laturcell 4810001982

distance 0.439 · cross-district

#17 · Dhulecell 4740001755

distance 0.439 · cross-district

#18 · Dharashivcell 4880002674

distance 0.44 · 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":4930003204}}}'

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.