Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003612

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001616

distance 0.122

#2 · Sanglicell 4930000573

distance 0.147

#3 · Beedcell 4700004172

distance 0.161 · cross-district

#4 · Sanglicell 4930002411

distance 0.183

#5 · Sanglicell 4930001611

distance 0.202

#6 · Sanglicell 4930001098

distance 0.204

#7 · Sanglicell 4930002919

distance 0.207

#8 · Sanglicell 4930003806

distance 0.212

#9 · Sanglicell 4930001466

distance 0.221

#10 · Solapurcell 4960000270

distance 0.226 · cross-district

#11 · Sanglicell 4930001765

distance 0.23

#12 · Sanglicell 4930000876

distance 0.23

#13 · Nashikcell 4870004608

distance 0.232 · cross-district

#14 · Sanglicell 4930001749

distance 0.232

#15 · Chhatrapati Sambhajinagarcell 4690005745

distance 0.237 · cross-district

#16 · Sanglicell 4930002051

distance 0.243

#17 · Sanglicell 4930000174

distance 0.243

#18 · Chhatrapati Sambhajinagarcell 4690002749

distance 0.245 · 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":4930003612}}}'

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.