Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002331

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

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000897

distance 0.131

#2 · Kolhapurcell 4800005957

distance 0.133 · cross-district

#3 · Sanglicell 4930000592

distance 0.168

#4 · Sanglicell 4930000900

distance 0.169

#5 · Sanglicell 4930000891

distance 0.182

#6 · Sanglicell 4930006329

distance 0.187

#7 · Sanglicell 4930000599

distance 0.192

#8 · Kolhapurcell 4800006011

distance 0.195 · cross-district

#9 · Sanglicell 4930000898

distance 0.196

#10 · Sanglicell 4930002833

distance 0.199

#11 · Sanglicell 4930003357

distance 0.199

#12 · Sanglicell 4930002836

distance 0.2

#13 · Sanglicell 4930005813

distance 0.203

#14 · Sanglicell 4930006406

distance 0.206

#15 · Sanglicell 4930001004

distance 0.208

#16 · Kolhapurcell 4800005958

distance 0.209 · cross-district

#17 · Sataracell 4940002099

distance 0.213 · cross-district

#18 · Kolhapurcell 4800004955

distance 0.216 · 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":4930002331}}}'

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.