Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004917

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 6 distinct districts

Index confidence

0.91

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 4930004919

distance 0.174

#2 · Sanglicell 4930005047

distance 0.208

#3 · Sanglicell 4930004918

distance 0.258

#4 · Sanglicell 4930005171

distance 0.273

#5 · Kolhapurcell 4800001001

distance 0.281 · cross-district

#6 · Wardhacell 4980004427

distance 0.287 · cross-district

#7 · Nagpurcell 4840002122

distance 0.314 · cross-district

#8 · Kolhapurcell 4800000998

distance 0.314 · cross-district

#9 · Yavatmalcell 5000010393

distance 0.316 · cross-district

#10 · Wardhacell 4980003897

distance 0.316 · cross-district

#11 · Wardhacell 4980004041

distance 0.318 · cross-district

#12 · Wardhacell 4980003548

distance 0.319 · cross-district

#13 · Yavatmalcell 5000003649

distance 0.32 · cross-district

#14 · Akolacell 4670000030

distance 0.322 · cross-district

#15 · Wardhacell 4980004125

distance 0.325 · cross-district

#16 · Wardhacell 4980003983

distance 0.326 · cross-district

#17 · Nagpurcell 4840001934

distance 0.326 · cross-district

#18 · Wardhacell 4980004375

distance 0.328 · 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":4930004917}}}'

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.