Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005009

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.327

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004232

distance 0.327

#2 · Kolhapurcell 4800005944

distance 0.328

#3 · Kolhapurcell 4800003206

distance 0.339

#4 · Kolhapurcell 4800002810

distance 0.342

#5 · Sanglicell 4930000884

distance 0.343 · cross-district

#6 · Kolhapurcell 4800003839

distance 0.349

#7 · Kolhapurcell 4800005817

distance 0.351

#8 · Kolhapurcell 4800005171

distance 0.353

#9 · Nashikcell 4870000088

distance 0.358 · cross-district

#10 · Kolhapurcell 4800003982

distance 0.359

#11 · Kolhapurcell 4800004145

distance 0.362

#12 · Kolhapurcell 4800005095

distance 0.364

#13 · Nashikcell 4870009457

distance 0.365 · cross-district

#14 · Kolhapurcell 4800004835

distance 0.367

#15 · Kolhapurcell 4800003564

distance 0.369

#16 · Kolhapurcell 4800003914

distance 0.372

#17 · Nashikcell 4870008759

distance 0.373 · cross-district

#18 · Nashikcell 4870001058

distance 0.375 · 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":4800005009}}}'

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.