Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002671

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000253

distance 0.258

#2 · Kolhapurcell 4800004964

distance 0.264 · cross-district

#3 · Sanglicell 4930003885

distance 0.283

#4 · Nashikcell 4870011185

distance 0.284 · cross-district

#5 · Akolacell 4670001992

distance 0.295 · cross-district

#6 · Sanglicell 4930003372

distance 0.303

#7 · Sataracell 4940000829

distance 0.304 · cross-district

#8 · Sanglicell 4930003362

distance 0.305

#9 · Sanglicell 4930002165

distance 0.307

#10 · Kolhapurcell 4800005968

distance 0.307 · cross-district

#11 · Sataracell 4940004063

distance 0.313 · cross-district

#12 · Solapurcell 4960010128

distance 0.324 · cross-district

#13 · Kolhapurcell 4800004783

distance 0.324 · cross-district

#14 · Sanglicell 4930006883

distance 0.324

#15 · Kolhapurcell 4800004958

distance 0.329 · cross-district

#16 · Amravaticell 4680005384

distance 0.334 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003190

distance 0.337 · cross-district

#18 · Kolhapurcell 4800003676

distance 0.341 · 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":4930002671}}}'

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.