Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000045

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000067

distance 0.158

#2 · Sanglicell 4930000303

distance 0.206

#3 · Sanglicell 4930000053

distance 0.238

#4 · Sanglicell 4930000261

distance 0.249

#5 · Sanglicell 4930001321

distance 0.252

#6 · Sanglicell 4930002076

distance 0.261

#7 · Laturcell 4810002887

distance 0.263 · cross-district

#8 · Sanglicell 4930002206

distance 0.271

#9 · Dharashivcell 4880001566

distance 0.276 · cross-district

#10 · Beedcell 4700006383

distance 0.276 · cross-district

#11 · Sanglicell 4930000167

distance 0.279

#12 · Sanglicell 4930003610

distance 0.28

#13 · Sanglicell 4930000242

distance 0.28

#14 · Buldhanacell 4720002837

distance 0.281 · cross-district

#15 · Sanglicell 4930003416

distance 0.284

#16 · Sanglicell 4930002579

distance 0.286

#17 · Beedcell 4700002714

distance 0.286 · cross-district

#18 · Beedcell 4700006662

distance 0.287 · 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":4930000045}}}'

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.