Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003786

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003963

distance 0.109

#2 · Sanglicell 4930003618

distance 0.146

#3 · Sanglicell 4930002742

distance 0.154

#4 · Sanglicell 4930002609

distance 0.157

#5 · Dharashivcell 4880001223

distance 0.165 · cross-district

#6 · Sanglicell 4930004118

distance 0.165

#7 · Dharashivcell 4880001577

distance 0.168 · cross-district

#8 · Sanglicell 4930003977

distance 0.168

#9 · Sanglicell 4930003473

distance 0.175

#10 · Dharashivcell 4880001826

distance 0.177 · cross-district

#11 · Dharashivcell 4880005986

distance 0.179 · cross-district

#12 · Beedcell 4700000759

distance 0.184 · cross-district

#13 · Ahmednagarcell 4660000256

distance 0.185 · cross-district

#14 · Beedcell 4700006373

distance 0.186 · cross-district

#15 · Sanglicell 4930002945

distance 0.187

#16 · Sanglicell 4930003976

distance 0.187

#17 · Dharashivcell 4880002227

distance 0.188 · cross-district

#18 · Dharashivcell 4880001136

distance 0.188 · 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":4930003786}}}'

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.