Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001274

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001270

distance 0.195

#2 · Kolhapurcell 4800001608

distance 0.238

#3 · Kolhapurcell 4800001465

distance 0.256

#4 · Kolhapurcell 4800002026

distance 0.259

#5 · Beedcell 4700003668

distance 0.264 · cross-district

#6 · Kolhapurcell 4800001775

distance 0.268

#7 · Kolhapurcell 4800001276

distance 0.27

#8 · Kolhapurcell 4800001498

distance 0.273

#9 · Kolhapurcell 4800001321

distance 0.273

#10 · Kolhapurcell 4800002486

distance 0.275

#11 · Kolhapurcell 4800002220

distance 0.276

#12 · Chhatrapati Sambhajinagarcell 4690000610

distance 0.277 · cross-district

#13 · Kolhapurcell 4800002354

distance 0.279

#14 · Kolhapurcell 4800002059

distance 0.28

#15 · Buldhanacell 4720001495

distance 0.28 · cross-district

#16 · Kolhapurcell 4800001607

distance 0.28

#17 · Beedcell 4700005037

distance 0.282 · cross-district

#18 · Kolhapurcell 4800001579

distance 0.282

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":4800001274}}}'

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.