Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003945

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006365

distance 0.214

#2 · Sanglicell 4930002602

distance 0.216

#3 · Sanglicell 4930003435

distance 0.217

#4 · Sanglicell 4930003807

distance 0.219

#5 · Beedcell 4700003046

distance 0.22 · cross-district

#6 · Sanglicell 4930003958

distance 0.22

#7 · Ahmednagarcell 4660005555

distance 0.223 · cross-district

#8 · Sanglicell 4930002445

distance 0.225

#9 · Dharashivcell 4880001836

distance 0.231 · cross-district

#10 · Nashikcell 4870012422

distance 0.233 · cross-district

#11 · Sanglicell 4930004455

distance 0.237

#12 · Beedcell 4700003908

distance 0.239 · cross-district

#13 · Sanglicell 4930001943

distance 0.241

#14 · Sanglicell 4930001748

distance 0.242

#15 · Sanglicell 4930001908

distance 0.242

#16 · Ahmednagarcell 4660004103

distance 0.243 · cross-district

#17 · Sanglicell 4930003636

distance 0.243

#18 · Ahmednagarcell 4660003753

distance 0.244 · 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":4930003945}}}'

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.