Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001390

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001768

distance 0.179

#2 · Washimcell 4990000007

distance 0.203 · cross-district

#3 · Kolhapurcell 4800001328

distance 0.204

#4 · Kolhapurcell 4800001329

distance 0.214

#5 · Beedcell 4700004894

distance 0.229 · cross-district

#6 · Kolhapurcell 4800001327

distance 0.233

#7 · Kolhapurcell 4800001653

distance 0.238

#8 · Kolhapurcell 4800001600

distance 0.243

#9 · Kolhapurcell 4800002110

distance 0.244

#10 · Kolhapurcell 4800001599

distance 0.247

#11 · Yavatmalcell 5000006898

distance 0.249 · cross-district

#12 · Beedcell 4700005060

distance 0.249 · cross-district

#13 · Kolhapurcell 4800001491

distance 0.251

#14 · Jalgaoncell 4780002165

distance 0.253 · cross-district

#15 · Nagpurcell 4840005402

distance 0.253 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008505

distance 0.256 · cross-district

#17 · Buldhanacell 4720000116

distance 0.256 · cross-district

#18 · Beedcell 4700005512

distance 0.257 · 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":4800001390}}}'

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.