Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001985

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003174

distance 0.221

#2 · Sanglicell 4930001655

distance 0.3

#3 · Sanglicell 4930001501

distance 0.319

#4 · Kolhapurcell 4800006056

distance 0.322 · cross-district

#5 · Ahmednagarcell 4660013956

distance 0.347 · cross-district

#6 · Sanglicell 4930000781

distance 0.357

#7 · Chhatrapati Sambhajinagarcell 4690002234

distance 0.357 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002214

distance 0.363 · cross-district

#9 · Sanglicell 4930001656

distance 0.365

#10 · Sanglicell 4930002320

distance 0.367

#11 · Nandurbarcell 4860001614

distance 0.369 · cross-district

#12 · Jalgaoncell 4780001169

distance 0.372 · cross-district

#13 · Ahmednagarcell 4660013953

distance 0.374 · cross-district

#14 · Nashikcell 4870011469

distance 0.374 · cross-district

#15 · Sanglicell 4930000888

distance 0.379

#16 · Nashikcell 4870010568

distance 0.38 · cross-district

#17 · Dhulecell 4740005348

distance 0.381 · cross-district

#18 · Nashikcell 4870009952

distance 0.382 · 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":4930001985}}}'

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.