Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005131

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004291

distance 0.174

#2 · Sanglicell 4930005367

distance 0.207

#3 · Solapurcell 4960000802

distance 0.208 · cross-district

#4 · Sanglicell 4930005005

distance 0.216

#5 · Sanglicell 4930001601

distance 0.224

#6 · Sanglicell 4930005004

distance 0.226

#7 · Sanglicell 4930005366

distance 0.227

#8 · Sanglicell 4930004581

distance 0.229

#9 · Sanglicell 4930005484

distance 0.238

#10 · Solapurcell 4960001327

distance 0.24 · cross-district

#11 · Sanglicell 4930005772

distance 0.248

#12 · Beedcell 4700006090

distance 0.253 · cross-district

#13 · Solapurcell 4960001665

distance 0.261 · cross-district

#14 · Solapurcell 4960000536

distance 0.262 · cross-district

#15 · Sanglicell 4930002253

distance 0.264

#16 · Solapurcell 4960001085

distance 0.269 · cross-district

#17 · Sanglicell 4930005479

distance 0.27

#18 · Sanglicell 4930005588

distance 0.27

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":4930005131}}}'

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.