Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005024

The MH-36 locality cells most similar to this Kolhapur 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

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000444

distance 0.237 · cross-district

#2 · Kolhapurcell 4800004688

distance 0.239

#3 · Kolhapurcell 4800004678

distance 0.248

#4 · Kolhapurcell 4800004937

distance 0.262

#5 · Kolhapurcell 4800005910

distance 0.264

#6 · Kolhapurcell 4800005023

distance 0.27

#7 · Chhatrapati Sambhajinagarcell 4690001833

distance 0.301 · cross-district

#8 · Kolhapurcell 4800005849

distance 0.303

#9 · Yavatmalcell 5000001740

distance 0.305 · cross-district

#10 · Kolhapurcell 4800005782

distance 0.31

#11 · Gadchirolicell 4750011937

distance 0.311 · cross-district

#12 · Kolhapurcell 4800004686

distance 0.314

#13 · Kolhapurcell 4800004858

distance 0.318

#14 · Kolhapurcell 4800004773

distance 0.321

#15 · Chhatrapati Sambhajinagarcell 4690001922

distance 0.321 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001923

distance 0.326 · cross-district

#17 · Nagpurcell 4840004507

distance 0.327 · cross-district

#18 · Sanglicell 4930002705

distance 0.329 · 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":480,"cluster_id":4800005024}}}'

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.