Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004226

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004912

distance 0.167

#2 · Kolhapurcell 4800004575

distance 0.31

#3 · Kolhapurcell 4800005091

distance 0.32

#4 · Kolhapurcell 4800004574

distance 0.326

#5 · Kolhapurcell 4800006078

distance 0.362

#6 · Kolhapurcell 4800006107

distance 0.364

#7 · Kolhapurcell 4800002767

distance 0.366

#8 · Kolhapurcell 4800002990

distance 0.376

#9 · Kolhapurcell 4800006103

distance 0.377

#10 · Ratnagiricell 4920003335

distance 0.377 · cross-district

#11 · Ratnagiricell 4920000407

distance 0.402 · cross-district

#12 · Sindhudurgcell 4950001976

distance 0.403 · cross-district

#13 · Nashikcell 4870010505

distance 0.403 · cross-district

#14 · Kolhapurcell 4800002818

distance 0.407

#15 · Sindhudurgcell 4950001857

distance 0.412 · cross-district

#16 · Kolhapurcell 4800005175

distance 0.416

#17 · Kolhapurcell 4800002766

distance 0.42

#18 · Kolhapurcell 4800005439

distance 0.421

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":4800004226}}}'

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.