Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005294

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004923

distance 0.144

#2 · Sanglicell 4930004927

distance 0.174

#3 · Sanglicell 4930004787

distance 0.18

#4 · Sanglicell 4930001243

distance 0.182

#5 · Sanglicell 4930006261

distance 0.183

#6 · Sanglicell 4930005052

distance 0.187

#7 · Sanglicell 4930005293

distance 0.187

#8 · Sataracell 4940000943

distance 0.195 · cross-district

#9 · Sanglicell 4930004511

distance 0.197

#10 · Sataracell 4940001017

distance 0.2 · cross-district

#11 · Sanglicell 4930000903

distance 0.21

#12 · Sanglicell 4930005546

distance 0.219

#13 · Sanglicell 4930001371

distance 0.224

#14 · Sanglicell 4930001252

distance 0.228

#15 · Sataracell 4940000319

distance 0.234 · cross-district

#16 · Sanglicell 4930004221

distance 0.234

#17 · Sanglicell 4930005201

distance 0.235

#18 · Sataracell 4940006286

distance 0.236 · 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":4930005294}}}'

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.