Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005361

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

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005190

distance 0.314

#2 · Kolhapurcell 4800005360

distance 0.316

#3 · Kolhapurcell 4800005373

distance 0.316

#4 · Laturcell 4810003238

distance 0.322 · cross-district

#5 · Laturcell 4810003688

distance 0.33 · cross-district

#6 · Ahmednagarcell 4660004844

distance 0.334 · cross-district

#7 · Kolhapurcell 4800004182

distance 0.336

#8 · Chhatrapati Sambhajinagarcell 4690002603

distance 0.337 · cross-district

#9 · Kolhapurcell 4800004864

distance 0.34

#10 · Kolhapurcell 4800004933

distance 0.341

#11 · Nagpurcell 4840004594

distance 0.341 · cross-district

#12 · Kolhapurcell 4800003932

distance 0.344

#13 · Kolhapurcell 4800005015

distance 0.344

#14 · Kolhapurcell 4800001732

distance 0.345

#15 · Laturcell 4810003482

distance 0.358 · cross-district

#16 · Sanglicell 4930000350

distance 0.362 · cross-district

#17 · Kolhapurcell 4800004408

distance 0.37

#18 · Laturcell 4810003576

distance 0.372 · 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":4800005361}}}'

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.