Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001475

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001215

distance 0.094

#2 · Sanglicell 4930001474

distance 0.116

#3 · Sanglicell 4930001195

distance 0.129

#4 · Sanglicell 4930001313

distance 0.133

#5 · Sanglicell 4930001196

distance 0.141

#6 · Sanglicell 4930001438

distance 0.144

#7 · Sanglicell 4930002079

distance 0.145

#8 · Beedcell 4700006105

distance 0.15 · cross-district

#9 · Sanglicell 4930002396

distance 0.162

#10 · Sanglicell 4930001080

distance 0.163

#11 · Sanglicell 4930001309

distance 0.163

#12 · Beedcell 4700007588

distance 0.164 · cross-district

#13 · Sanglicell 4930000973

distance 0.165

#14 · Sanglicell 4930002080

distance 0.165

#15 · Beedcell 4700001139

distance 0.167 · cross-district

#16 · Beedcell 4700005819

distance 0.167 · cross-district

#17 · Sanglicell 4930002754

distance 0.167

#18 · Sanglicell 4930002243

distance 0.168

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":4930001475}}}'

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.