Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002587

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002592

distance 0.083

#2 · Kolhapurcell 4800003092

distance 0.131

#3 · Kolhapurcell 4800002640

distance 0.147

#4 · Kolhapurcell 4800003090

distance 0.168

#5 · Kolhapurcell 4800003093

distance 0.169

#6 · Kolhapurcell 4800003655

distance 0.19

#7 · Kolhapurcell 4800002963

distance 0.198

#8 · Kolhapurcell 4800002826

distance 0.2

#9 · Kolhapurcell 4800002962

distance 0.2

#10 · Kolhapurcell 4800002916

distance 0.209

#11 · Kolhapurcell 4800002586

distance 0.221

#12 · Kolhapurcell 4800002638

distance 0.222

#13 · Kolhapurcell 4800003179

distance 0.227

#14 · Kolhapurcell 4800002639

distance 0.239

#15 · Punecell 4900004032

distance 0.246 · cross-district

#16 · Kolhapurcell 4800003091

distance 0.248

#17 · Kolhapurcell 4800003720

distance 0.253

#18 · Punecell 4900003898

distance 0.254 · 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":4800002587}}}'

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.