Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003934

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000855

distance 0.113

#2 · Sanglicell 4930003067

distance 0.169

#3 · Sanglicell 4930002885

distance 0.171

#4 · Sanglicell 4930003743

distance 0.177

#5 · Sanglicell 4930000555

distance 0.183

#6 · Sanglicell 4930003593

distance 0.189

#7 · Sanglicell 4930005565

distance 0.196

#8 · Sanglicell 4930003925

distance 0.201

#9 · Sanglicell 4930002204

distance 0.21

#10 · Sanglicell 4930000641

distance 0.211

#11 · Sanglicell 4930000371

distance 0.212

#12 · Sanglicell 4930000961

distance 0.212

#13 · Sanglicell 4930001881

distance 0.217

#14 · Nashikcell 4870007048

distance 0.221 · cross-district

#15 · Sanglicell 4930003933

distance 0.223

#16 · Sanglicell 4930002600

distance 0.224

#17 · Solapurcell 4960004920

distance 0.226 · cross-district

#18 · Sanglicell 4930001452

distance 0.226

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":4930003934}}}'

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.