Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003209

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870009170

distance 0.288 · cross-district

#2 · Kolhapurcell 4800003565

distance 0.29

#3 · Kolhapurcell 4800002940

distance 0.29

#4 · Kolhapurcell 4800003121

distance 0.291

#5 · Nashikcell 4870010632

distance 0.297 · cross-district

#6 · Kolhapurcell 4800003350

distance 0.302

#7 · Nashikcell 4870010119

distance 0.305 · cross-district

#8 · Kolhapurcell 4800003337

distance 0.307

#9 · Thanecell 4970002606

distance 0.309 · cross-district

#10 · Nashikcell 4870009316

distance 0.309 · cross-district

#11 · Kolhapurcell 4800003697

distance 0.313

#12 · Nashikcell 4870010633

distance 0.316 · cross-district

#13 · Nashikcell 4870010637

distance 0.317 · cross-district

#14 · Nashikcell 4870011018

distance 0.325 · cross-district

#15 · Nashikcell 4870009987

distance 0.325 · cross-district

#16 · Kolhapurcell 4800004228

distance 0.33

#17 · Kolhapurcell 4800005679

distance 0.333

#18 · Nashikcell 4870009310

distance 0.333 · 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":4800003209}}}'

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.