Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000058

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000024

distance 0.165

#2 · Sanglicell 4930002185

distance 0.192

#3 · Sanglicell 4930000930

distance 0.22

#4 · Sanglicell 4930000823

distance 0.221

#5 · Sanglicell 4930003754

distance 0.226

#6 · Sanglicell 4930003048

distance 0.228

#7 · Sanglicell 4930001554

distance 0.23

#8 · Sanglicell 4930003779

distance 0.239

#9 · Sanglicell 4930000059

distance 0.243

#10 · Dharashivcell 4880003524

distance 0.246 · cross-district

#11 · Sanglicell 4930001551

distance 0.246

#12 · Sanglicell 4930000724

distance 0.246

#13 · Sanglicell 4930001055

distance 0.247

#14 · Sanglicell 4930003581

distance 0.248

#15 · Sanglicell 4930003778

distance 0.249

#16 · Sanglicell 4930003948

distance 0.249

#17 · Sanglicell 4930000056

distance 0.25

#18 · Kolhapurcell 4800004547

distance 0.251 · 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":4930000058}}}'

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.