Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005842

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004776

distance 0.122

#2 · Kolhapurcell 4800005032

distance 0.134

#3 · Kolhapurcell 4800005115

distance 0.157

#4 · Kolhapurcell 4800004689

distance 0.168

#5 · Kolhapurcell 4800004858

distance 0.17

#6 · Kolhapurcell 4800004602

distance 0.172

#7 · Beedcell 4700004149

distance 0.178 · cross-district

#8 · Kolhapurcell 4800004428

distance 0.18

#9 · Kolhapurcell 4800004026

distance 0.187

#10 · Kolhapurcell 4800005701

distance 0.191

#11 · Kolhapurcell 4800003941

distance 0.194

#12 · Dharashivcell 4880001433

distance 0.197 · cross-district

#13 · Beedcell 4700000858

distance 0.197 · cross-district

#14 · Kolhapurcell 4800005372

distance 0.198

#15 · Chhatrapati Sambhajinagarcell 4690000044

distance 0.198 · cross-district

#16 · Kolhapurcell 4800005841

distance 0.199

#17 · Laturcell 4810002166

distance 0.199 · cross-district

#18 · Laturcell 4810000517

distance 0.2 · 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":4800005842}}}'

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.