Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003187

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006105

distance 0.335

#2 · Sataracell 4940004404

distance 0.339 · cross-district

#3 · Kolhapurcell 4800005389

distance 0.344 · cross-district

#4 · Sanglicell 4930005889

distance 0.373

#5 · Sanglicell 4930002498

distance 0.378

#6 · Sanglicell 4930005443

distance 0.379

#7 · Punecell 4900001038

distance 0.38 · cross-district

#8 · Akolacell 4670004102

distance 0.38 · cross-district

#9 · Kolhapurcell 4800005956

distance 0.381 · cross-district

#10 · Kolhapurcell 4800004352

distance 0.388 · cross-district

#11 · Sataracell 4940001073

distance 0.392 · cross-district

#12 · Sanglicell 4930001124

distance 0.4

#13 · Sataracell 4940004757

distance 0.401 · cross-district

#14 · Sanglicell 4930004215

distance 0.407

#15 · Kolhapurcell 4800005851

distance 0.409 · cross-district

#16 · Buldhanacell 4720005770

distance 0.409 · cross-district

#17 · Sanglicell 4930003191

distance 0.413

#18 · Kolhapurcell 4800004190

distance 0.414 · 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":4930003187}}}'

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.