Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003196

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002798

distance 0.091

#2 · Kolhapurcell 4800003499

distance 0.096

#3 · Kolhapurcell 4800003384

distance 0.123

#4 · Kolhapurcell 4800003111

distance 0.138

#5 · Kolhapurcell 4800003197

distance 0.147

#6 · Kolhapurcell 4800003242

distance 0.155

#7 · Kolhapurcell 4800003560

distance 0.162

#8 · Kolhapurcell 4800003281

distance 0.166

#9 · Kolhapurcell 4800003439

distance 0.169

#10 · Kolhapurcell 4800003438

distance 0.182

#11 · Kolhapurcell 4800003331

distance 0.195

#12 · Kolhapurcell 4800003060

distance 0.206

#13 · Kolhapurcell 4800003756

distance 0.216

#14 · Kolhapurcell 4800002853

distance 0.222

#15 · Kolhapurcell 4800003241

distance 0.225

#16 · Kolhapurcell 4800003334

distance 0.227

#17 · Kolhapurcell 4800003280

distance 0.227

#18 · Kolhapurcell 4800003195

distance 0.227

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":4800003196}}}'

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.