Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002736

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001190

distance 0.115

#2 · Sanglicell 4930002075

distance 0.144

#3 · Sanglicell 4930002916

distance 0.147

#4 · Sanglicell 4930002573

distance 0.152

#5 · Sanglicell 4930002915

distance 0.153

#6 · Sanglicell 4930000870

distance 0.159

#7 · Sanglicell 4930002911

distance 0.161

#8 · Sanglicell 4930001480

distance 0.168

#9 · Ahmednagarcell 4660000336

distance 0.168 · cross-district

#10 · Sanglicell 4930000968

distance 0.17

#11 · Sanglicell 4930000370

distance 0.172

#12 · Chhatrapati Sambhajinagarcell 4690002650

distance 0.181 · cross-district

#13 · Sanglicell 4930000374

distance 0.184

#14 · Sanglicell 4930000509

distance 0.186

#15 · Sanglicell 4930001477

distance 0.192

#16 · Ahmednagarcell 4660000432

distance 0.193 · cross-district

#17 · Sanglicell 4930000424

distance 0.195

#18 · Solapurcell 4960012429

distance 0.195 · 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":4930002736}}}'

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.