Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000033

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003087

distance 0.138

#2 · Sanglicell 4930000099

distance 0.152

#3 · Sanglicell 4930000368

distance 0.157

#4 · Sanglicell 4930000010

distance 0.167

#5 · Sanglicell 4930000004

distance 0.167

#6 · Sanglicell 4930000370

distance 0.171

#7 · Sanglicell 4930000572

distance 0.174

#8 · Laturcell 4810002699

distance 0.176 · cross-district

#9 · Sanglicell 4930000278

distance 0.177

#10 · Sanglicell 4930000574

distance 0.178

#11 · Sanglicell 4930003405

distance 0.178

#12 · Sanglicell 4930001318

distance 0.179

#13 · Sanglicell 4930003433

distance 0.179

#14 · Sanglicell 4930000312

distance 0.18

#15 · Sanglicell 4930000425

distance 0.181

#16 · Sanglicell 4930002273

distance 0.185

#17 · Sanglicell 4930001217

distance 0.188

#18 · Sanglicell 4930001775

distance 0.189

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":4930000033}}}'

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.