Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003720

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003655

distance 0.141

#2 · Kolhapurcell 4800003180

distance 0.146

#3 · Kolhapurcell 4800003093

distance 0.156

#4 · Kolhapurcell 4800003131

distance 0.168

#5 · Kolhapurcell 4800003258

distance 0.17

#6 · Kolhapurcell 4800003091

distance 0.172

#7 · Kolhapurcell 4800003181

distance 0.176

#8 · Kolhapurcell 4800002962

distance 0.179

#9 · Kolhapurcell 4800002970

distance 0.182

#10 · Sataracell 4940000074

distance 0.183 · cross-district

#11 · Kolhapurcell 4800002586

distance 0.185

#12 · Kolhapurcell 4800003182

distance 0.185

#13 · Kolhapurcell 4800002885

distance 0.187

#14 · Sataracell 4940003053

distance 0.189 · cross-district

#15 · Kolhapurcell 4800003090

distance 0.195

#16 · Kolhapurcell 4800002977

distance 0.199

#17 · Sataracell 4940003752

distance 0.204 · cross-district

#18 · Kolhapurcell 4800002639

distance 0.205

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":4800003720}}}'

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.