Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002916

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

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002075

distance 0.081

#2 · Sanglicell 4930002915

distance 0.095

#3 · Sanglicell 4930002109

distance 0.108

#4 · Sanglicell 4930001477

distance 0.112

#5 · Sanglicell 4930000968

distance 0.113

#6 · Sanglicell 4930001099

distance 0.131

#7 · Sanglicell 4930000509

distance 0.131

#8 · Sanglicell 4930000424

distance 0.132

#9 · Sanglicell 4930000869

distance 0.135

#10 · Sanglicell 4930002573

distance 0.141

#11 · Sanglicell 4930002737

distance 0.144

#12 · Sanglicell 4930003297

distance 0.144

#13 · Beedcell 4700001594

distance 0.146 · cross-district

#14 · Solapurcell 4960012429

distance 0.147 · cross-district

#15 · Sanglicell 4930002736

distance 0.147

#16 · Dharashivcell 4880005129

distance 0.148 · cross-district

#17 · Sanglicell 4930000871

distance 0.151

#18 · Dharashivcell 4880002637

distance 0.153 · 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":4930002916}}}'

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.