Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004429

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004282

distance 0.218

#2 · Beedcell 4700005114

distance 0.233 · cross-district

#3 · Sanglicell 4930004117

distance 0.237

#4 · Beedcell 4700004797

distance 0.242 · cross-district

#5 · Sanglicell 4930004144

distance 0.247

#6 · Nashikcell 4870004852

distance 0.25 · cross-district

#7 · Beedcell 4700008656

distance 0.254 · cross-district

#8 · Beedcell 4700000925

distance 0.257 · cross-district

#9 · Sanglicell 4930001906

distance 0.263

#10 · Dharashivcell 4880001753

distance 0.266 · cross-district

#11 · Sanglicell 4930004718

distance 0.268

#12 · Sanglicell 4930007108

distance 0.269

#13 · Laturcell 4810003358

distance 0.27 · cross-district

#14 · Sanglicell 4930003090

distance 0.271

#15 · Dharashivcell 4880001132

distance 0.271 · cross-district

#16 · Kolhapurcell 4800005444

distance 0.273 · cross-district

#17 · Sanglicell 4930003425

distance 0.274

#18 · Sanglicell 4930003565

distance 0.274

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":4930004429}}}'

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.