Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003217

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003041

distance 0.173

#2 · Sanglicell 4930000917

distance 0.24

#3 · Sanglicell 4930002866

distance 0.241

#4 · Chhatrapati Sambhajinagarcell 4690002216

distance 0.244 · cross-district

#5 · Sanglicell 4930000203

distance 0.254

#6 · Sanglicell 4930003038

distance 0.266

#7 · Sanglicell 4930002241

distance 0.27

#8 · Dharashivcell 4880005221

distance 0.276 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004944

distance 0.276 · cross-district

#10 · Sanglicell 4930002699

distance 0.277

#11 · Sanglicell 4930000052

distance 0.277

#12 · Sanglicell 4930003031

distance 0.278

#13 · Sanglicell 4930002044

distance 0.281

#14 · Sanglicell 4930000140

distance 0.283

#15 · Sanglicell 4930001582

distance 0.283

#16 · Sanglicell 4930000489

distance 0.286

#17 · Ahmednagarcell 4660012923

distance 0.287 · cross-district

#18 · Sanglicell 4930000642

distance 0.29

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":4930003217}}}'

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.