Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004902

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005501

distance 0.258

#2 · Kolhapurcell 4800005081

distance 0.275

#3 · Kolhapurcell 4800004573

distance 0.3

#4 · Kolhapurcell 4800005866

distance 0.316

#5 · Kolhapurcell 4800003910

distance 0.32

#6 · Nashikcell 4870001526

distance 0.324 · cross-district

#7 · Kolhapurcell 4800004146

distance 0.327

#8 · Nashikcell 4870010625

distance 0.327 · cross-district

#9 · Nashikcell 4870011266

distance 0.327 · cross-district

#10 · Kolhapurcell 4800003979

distance 0.328

#11 · Kolhapurcell 4800005739

distance 0.333

#12 · Kolhapurcell 4800005500

distance 0.336

#13 · Kolhapurcell 4800003032

distance 0.337

#14 · Nashikcell 4870011144

distance 0.337 · cross-district

#15 · Nashikcell 4870000085

distance 0.338 · cross-district

#16 · Nashikcell 4870009723

distance 0.338 · cross-district

#17 · Kolhapurcell 4800005673

distance 0.338

#18 · Raigadcell 4910001223

distance 0.341 · 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":4800004902}}}'

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.