Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002194

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001595

distance 0.305

#2 · Kolhapurcell 4800001815

distance 0.31

#3 · Chhatrapati Sambhajinagarcell 4690007874

distance 0.313 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690007873

distance 0.318 · cross-district

#5 · Kolhapurcell 4800001367

distance 0.35

#6 · Beedcell 4700003161

distance 0.352 · cross-district

#7 · Akolacell 4670000061

distance 0.353 · cross-district

#8 · Ahmednagarcell 4660007118

distance 0.356 · cross-district

#9 · Kolhapurcell 4800001707

distance 0.357

#10 · Ahmednagarcell 4660006977

distance 0.357 · cross-district

#11 · Nashikcell 4870011743

distance 0.365 · cross-district

#12 · Kolhapurcell 4800002038

distance 0.368

#13 · Ahmednagarcell 4660005601

distance 0.379 · cross-district

#14 · Beedcell 4700002815

distance 0.39 · cross-district

#15 · Yavatmalcell 5000010321

distance 0.39 · cross-district

#16 · Beedcell 4700004219

distance 0.391 · cross-district

#17 · Dhulecell 4740001147

distance 0.397 · cross-district

#18 · Beedcell 4700003380

distance 0.401 · 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":4800002194}}}'

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.