Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001708

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003924

distance 0.219

#2 · Sanglicell 4930000016

distance 0.264

#3 · Kolhapurcell 4800004692

distance 0.309 · cross-district

#4 · Sataracell 4940000194

distance 0.314 · cross-district

#5 · Kolhapurcell 4800004118

distance 0.326 · cross-district

#6 · Nashikcell 4870005430

distance 0.331 · cross-district

#7 · Solapurcell 4960003696

distance 0.331 · cross-district

#8 · Sanglicell 4930004836

distance 0.332

#9 · Ahmednagarcell 4660004251

distance 0.333 · cross-district

#10 · Laturcell 4810000128

distance 0.334 · cross-district

#11 · Sanglicell 4930001289

distance 0.337

#12 · Beedcell 4700005539

distance 0.338 · cross-district

#13 · Sanglicell 4930004532

distance 0.34

#14 · Sanglicell 4930002379

distance 0.348

#15 · Chhatrapati Sambhajinagarcell 4690001619

distance 0.349 · cross-district

#16 · Nagpurcell 4840002999

distance 0.35 · cross-district

#17 · Laturcell 4810000838

distance 0.353 · cross-district

#18 · Sanglicell 4930002391

distance 0.355

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":4930001708}}}'

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.