Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002977

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003180

distance 0.127

#2 · Kolhapurcell 4800003182

distance 0.131

#3 · Kolhapurcell 4800003258

distance 0.132

#4 · Kolhapurcell 4800002586

distance 0.137

#5 · Kolhapurcell 4800002885

distance 0.148

#6 · Kolhapurcell 4800002970

distance 0.156

#7 · Kolhapurcell 4800002639

distance 0.158

#8 · Kolhapurcell 4800002971

distance 0.161

#9 · Kolhapurcell 4800003181

distance 0.165

#10 · Kolhapurcell 4800003139

distance 0.168

#11 · Sataracell 4940001852

distance 0.173 · cross-district

#12 · Kolhapurcell 4800002638

distance 0.173

#13 · Kolhapurcell 4800003131

distance 0.184

#14 · Sataracell 4940003168

distance 0.184 · cross-district

#15 · Kolhapurcell 4800003223

distance 0.189

#16 · Kolhapurcell 4800003227

distance 0.192

#17 · Sataracell 4940002161

distance 0.193 · cross-district

#18 · Kolhapurcell 4800003179

distance 0.195

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":4800002977}}}'

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.