Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005092

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004542

distance 0.116

#2 · Sanglicell 4930004394

distance 0.122

#3 · Sanglicell 4930005093

distance 0.134

#4 · Beedcell 4700005123

distance 0.164 · cross-district

#5 · Sanglicell 4930004150

distance 0.165

#6 · Sanglicell 4930005682

distance 0.168

#7 · Beedcell 4700003570

distance 0.174 · cross-district

#8 · Sanglicell 4930000851

distance 0.176

#9 · Sanglicell 4930004263

distance 0.181

#10 · Beedcell 4700005281

distance 0.181 · cross-district

#11 · Sanglicell 4930004682

distance 0.182

#12 · Sanglicell 4930005418

distance 0.184

#13 · Sanglicell 4930005450

distance 0.185

#14 · Sanglicell 4930004541

distance 0.186

#15 · Beedcell 4700003924

distance 0.186 · cross-district

#16 · Sanglicell 4930000956

distance 0.187

#17 · Sanglicell 4930003918

distance 0.19

#18 · Solapurcell 4960000219

distance 0.192 · 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":4930005092}}}'

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.