Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005682

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005685

distance 0.132

#2 · Kolhapurcell 4800005756

distance 0.18

#3 · Kolhapurcell 4800005681

distance 0.186

#4 · Kolhapurcell 4800005754

distance 0.216

#5 · Kolhapurcell 4800005821

distance 0.231

#6 · Kolhapurcell 4800005010

distance 0.233

#7 · Kolhapurcell 4800005431

distance 0.245

#8 · Kolhapurcell 4800004745

distance 0.25

#9 · Kolhapurcell 4800004835

distance 0.254

#10 · Kolhapurcell 4800005817

distance 0.257

#11 · Kolhapurcell 4800005823

distance 0.259

#12 · Nashikcell 4870010244

distance 0.264 · cross-district

#13 · Nashikcell 4870009850

distance 0.264 · cross-district

#14 · Kolhapurcell 4800005820

distance 0.265

#15 · Kolhapurcell 4800003915

distance 0.266

#16 · Kolhapurcell 4800005878

distance 0.269

#17 · Nashikcell 4870009447

distance 0.27 · cross-district

#18 · Nashikcell 4870009581

distance 0.272 · 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":4800005682}}}'

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.