Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002424

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006584

distance 0.238 · cross-district

#2 · Sanglicell 4930002276

distance 0.263

#3 · Beedcell 4700005813

distance 0.271 · cross-district

#4 · Solapurcell 4960006706

distance 0.287 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000151

distance 0.291 · cross-district

#6 · Solapurcell 4960012585

distance 0.294 · cross-district

#7 · Sanglicell 4930001909

distance 0.303

#8 · Laturcell 4810001960

distance 0.303 · cross-district

#9 · Beedcell 4700007978

distance 0.306 · cross-district

#10 · Solapurcell 4960000275

distance 0.307 · cross-district

#11 · Sanglicell 4930001459

distance 0.314

#12 · Laturcell 4810001220

distance 0.315 · cross-district

#13 · Solapurcell 4960006195

distance 0.316 · cross-district

#14 · Buldhanacell 4720000781

distance 0.317 · cross-district

#15 · Buldhanacell 4720001975

distance 0.32 · cross-district

#16 · Sanglicell 4930002593

distance 0.323

#17 · Beedcell 4700008682

distance 0.327 · cross-district

#18 · Laturcell 4810001451

distance 0.327 · 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":4930002424}}}'

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.