Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003179

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002638

distance 0.118

#2 · Kolhapurcell 4800003227

distance 0.121

#3 · Kolhapurcell 4800003655

distance 0.157

#4 · Kolhapurcell 4800003180

distance 0.158

#5 · Kolhapurcell 4800002825

distance 0.161

#6 · Kolhapurcell 4800003181

distance 0.168

#7 · Kolhapurcell 4800003089

distance 0.171

#8 · Kolhapurcell 4800002586

distance 0.174

#9 · Kolhapurcell 4800002686

distance 0.187

#10 · Kolhapurcell 4800002738

distance 0.187

#11 · Kolhapurcell 4800002976

distance 0.193

#12 · Kolhapurcell 4800002977

distance 0.195

#13 · Kolhapurcell 4800003093

distance 0.196

#14 · Sataracell 4940001656

distance 0.201 · cross-district

#15 · Kolhapurcell 4800003092

distance 0.202

#16 · Kolhapurcell 4800002634

distance 0.207

#17 · Kolhapurcell 4800002635

distance 0.208

#18 · Sataracell 4940002267

distance 0.213 · 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":4800003179}}}'

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.