Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004814

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004675

distance 0.143

#2 · Sanglicell 4930005093

distance 0.152

#3 · Sanglicell 4930006294

distance 0.159

#4 · Sanglicell 4930004542

distance 0.161

#5 · Sanglicell 4930004681

distance 0.165

#6 · Sanglicell 4930006572

distance 0.168

#7 · Beedcell 4700001947

distance 0.17 · cross-district

#8 · Sanglicell 4930005450

distance 0.173

#9 · Sanglicell 4930004541

distance 0.177

#10 · Sanglicell 4930005352

distance 0.179

#11 · Beedcell 4700004968

distance 0.186 · cross-district

#12 · Sanglicell 4930005213

distance 0.187

#13 · Sanglicell 4930004828

distance 0.188

#14 · Dharashivcell 4880000371

distance 0.189 · cross-district

#15 · Sanglicell 4930004692

distance 0.191

#16 · Sanglicell 4930003918

distance 0.192

#17 · Sanglicell 4930004083

distance 0.193

#18 · Dharashivcell 4880000860

distance 0.195 · 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":4930004814}}}'

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.