Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005029

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001170

distance 0.274 · cross-district

#2 · Parbhanicell 4890002811

distance 0.291 · cross-district

#3 · Beedcell 4700005594

distance 0.298 · cross-district

#4 · Laturcell 4810002073

distance 0.305 · cross-district

#5 · Ahmednagarcell 4660006213

distance 0.306 · cross-district

#6 · Ahmednagarcell 4660001333

distance 0.307 · cross-district

#7 · Ahmednagarcell 4660012502

distance 0.31 · cross-district

#8 · Yavatmalcell 5000002326

distance 0.312 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000232

distance 0.312 · cross-district

#10 · Sanglicell 4930003251

distance 0.314 · cross-district

#11 · Sanglicell 4930000829

distance 0.316 · cross-district

#12 · Kolhapurcell 4800004515

distance 0.329

#13 · Kolhapurcell 4800004591

distance 0.331

#14 · Solapurcell 4960010946

distance 0.334 · cross-district

#15 · Nagpurcell 4840006106

distance 0.334 · cross-district

#16 · Jalnacell 4790002172

distance 0.337 · cross-district

#17 · Sanglicell 4930001891

distance 0.337 · cross-district

#18 · Beedcell 4700006122

distance 0.338 · 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":4800005029}}}'

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.