Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000766

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000669

distance 0.156

#2 · Sanglicell 4930001458

distance 0.168

#3 · Beedcell 4700002526

distance 0.17 · cross-district

#4 · Beedcell 4700001125

distance 0.183 · cross-district

#5 · Beedcell 4700002190

distance 0.186 · cross-district

#6 · Laturcell 4810000856

distance 0.187 · cross-district

#7 · Beedcell 4700000518

distance 0.188 · cross-district

#8 · Sanglicell 4930001332

distance 0.189

#9 · Beedcell 4700002520

distance 0.19 · cross-district

#10 · Sanglicell 4930001939

distance 0.192

#11 · Sanglicell 4930000674

distance 0.192

#12 · Beedcell 4700002510

distance 0.196 · cross-district

#13 · Beedcell 4700000630

distance 0.196 · cross-district

#14 · Sanglicell 4930001743

distance 0.197

#15 · Beedcell 4700002194

distance 0.198 · cross-district

#16 · Sanglicell 4930001777

distance 0.2

#17 · Beedcell 4700007114

distance 0.2 · cross-district

#18 · Beedcell 4700001556

distance 0.2 · 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":4930000766}}}'

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.