Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003350

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

0.362

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003173

distance 0.362

#2 · Nashikcell 4870007403

distance 0.369 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001937

distance 0.374 · cross-district

#4 · Nashikcell 4870010471

distance 0.38 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002947

distance 0.401 · cross-district

#6 · Nashikcell 4870010201

distance 0.411 · cross-district

#7 · Ahmednagarcell 4660013997

distance 0.422 · cross-district

#8 · Nashikcell 4870011242

distance 0.427 · cross-district

#9 · Jalgaoncell 4780000470

distance 0.428 · cross-district

#10 · Ahmednagarcell 4660014090

distance 0.43 · cross-district

#11 · Nashikcell 4870010468

distance 0.442 · cross-district

#12 · Dhulecell 4740006051

distance 0.444 · cross-district

#13 · Ahmednagarcell 4660014064

distance 0.448 · cross-district

#14 · Nashikcell 4870009944

distance 0.45 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005124

distance 0.452 · cross-district

#16 · Nashikcell 4870012420

distance 0.454 · cross-district

#17 · Nashikcell 4870009416

distance 0.454 · cross-district

#18 · Sanglicell 4930002827

distance 0.459

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":4930003350}}}'

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.