Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005573

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005323

distance 0.131

#2 · Kolhapurcell 4800005652

distance 0.142

#3 · Kolhapurcell 4800005653

distance 0.165

#4 · Kolhapurcell 4800005240

distance 0.178

#5 · Kolhapurcell 4800005572

distance 0.19

#6 · Kolhapurcell 4800005325

distance 0.201

#7 · Kolhapurcell 4800004639

distance 0.216

#8 · Kolhapurcell 4800004983

distance 0.217

#9 · Kolhapurcell 4800005072

distance 0.225

#10 · Kolhapurcell 4800005798

distance 0.229

#11 · Kolhapurcell 4800004134

distance 0.24

#12 · Kolhapurcell 4800005495

distance 0.243

#13 · Kolhapurcell 4800005655

distance 0.253

#14 · Kolhapurcell 4800005731

distance 0.263

#15 · Kolhapurcell 4800005410

distance 0.279

#16 · Kolhapurcell 4800005407

distance 0.287

#17 · Kolhapurcell 4800005152

distance 0.291

#18 · Kolhapurcell 4800005571

distance 0.294

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":4800005573}}}'

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.