Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003083

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001449

distance 0.137

#2 · Sanglicell 4930002573

distance 0.138

#3 · Sanglicell 4930003784

distance 0.142

#4 · Dharashivcell 4880005225

distance 0.143 · cross-district

#5 · Sanglicell 4930000496

distance 0.147

#6 · Sanglicell 4930002738

distance 0.15

#7 · Beedcell 4700001444

distance 0.153 · cross-district

#8 · Sanglicell 4930003082

distance 0.161

#9 · Sanglicell 4930004573

distance 0.162

#10 · Beedcell 4700001870

distance 0.168 · cross-district

#11 · Beedcell 4700005971

distance 0.169 · cross-district

#12 · Ahmednagarcell 4660000143

distance 0.172 · cross-district

#13 · Dharashivcell 4880002299

distance 0.172 · cross-district

#14 · Beedcell 4700005670

distance 0.173 · cross-district

#15 · Dharashivcell 4880001749

distance 0.174 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006258

distance 0.174 · cross-district

#17 · Beedcell 4700005689

distance 0.174 · cross-district

#18 · Sanglicell 4930003956

distance 0.175

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":4930003083}}}'

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.