Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003120

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004316

distance 0.272

#2 · Kolhapurcell 4800003124

distance 0.316

#3 · Kolhapurcell 4800003159

distance 0.33

#4 · Palgharcell 6650003442

distance 0.333 · cross-district

#5 · Kolhapurcell 4800005185

distance 0.335

#6 · Kolhapurcell 4800002765

distance 0.337

#7 · Kolhapurcell 4800003074

distance 0.345

#8 · Kolhapurcell 4800003704

distance 0.348

#9 · Kolhapurcell 4800003703

distance 0.352

#10 · Kolhapurcell 4800002767

distance 0.355

#11 · Ratnagiricell 4920002721

distance 0.357 · cross-district

#12 · Kolhapurcell 4800003706

distance 0.363

#13 · Kolhapurcell 4800003248

distance 0.365

#14 · Kolhapurcell 4800003161

distance 0.365

#15 · Ratnagiricell 4920000809

distance 0.367 · cross-district

#16 · Thanecell 4970002668

distance 0.368 · cross-district

#17 · Kolhapurcell 4800003507

distance 0.369

#18 · Kolhapurcell 4800003077

distance 0.37

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":4800003120}}}'

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.