Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003384

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001859

distance 0.22

#2 · Sanglicell 4930001858

distance 0.227

#3 · Kolhapurcell 4800005899

distance 0.231 · cross-district

#4 · Sanglicell 4930002529

distance 0.241

#5 · Sanglicell 4930003226

distance 0.262

#6 · Ahmednagarcell 4660012653

distance 0.27 · cross-district

#7 · Laturcell 4810000888

distance 0.278 · cross-district

#8 · Sanglicell 4930005463

distance 0.284

#9 · Sanglicell 4930002191

distance 0.285

#10 · Sanglicell 4930005088

distance 0.289

#11 · Sanglicell 4930005340

distance 0.293

#12 · Kolhapurcell 4800005900

distance 0.294 · cross-district

#13 · Sanglicell 4930002036

distance 0.294

#14 · Beedcell 4700004332

distance 0.301 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000459

distance 0.304 · cross-district

#16 · Sanglicell 4930003204

distance 0.306

#17 · Ahmednagarcell 4660012791

distance 0.306 · cross-district

#18 · Jalgaoncell 4780000234

distance 0.31 · 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":4930003384}}}'

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.