| # Next 20 languages — download + ingest (game drive)
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| **Download root:** `D:\training data\pflt_linguistics\12_kaikki_downloads`
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| **Built:** 2026-07-21T15:02:11.138148+00:00
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| **Catalog size now:** 52
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| ## Downloads (Kaikki / Wiktionary)
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| | Code | Name | Kind | OK | Rows | Size path |
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| |------|------|------|----|------|-----------|
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| | es | Spanish | modern | True | 150000 | 1013 MB |
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| | it | Italian | modern | True | 150001 | 761 MB |
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| | de | German | modern | True | 150002 | 1065 MB |
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| | fr | French | modern | True | 150004 | 571 MB |
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| | pt | Portuguese | modern | True | 150004 | 555 MB |
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| | ru | Russian | modern | True | 150000 | 936 MB |
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| | nl | Dutch | modern | True | 150004 | 247 MB |
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| | pl | Polish | modern | True | 150002 | 772 MB |
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| | sv | Swedish | modern | True | 150004 | 351 MB |
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| | tr | Turkish | modern | True | 150004 | 428 MB |
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| | ja | Japanese | modern | True | 150002 | 376 MB |
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| | ko | Korean | modern | True | 150000 | 195 MB |
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| | hi | Hindi | modern | True | 150002 | 159 MB |
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| | vi | Vietnamese | modern | True | 97180 | 78 MB |
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| | id | Indonesian | modern | True | 121064 | 63 MB |
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| | ca | Catalan | modern | True | 150004 | 222 MB |
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| | pi | Pali | ancient | True | 123326 | 35 MB |
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| | uga | Ugaritic | ancient | True | 2533 | 1 MB |
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| | akk | Akkadian | ancient | True | 12871 | 3 MB |
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| | egy | Egyptian | ancient | True | 67374 | 17 MB |
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| ## Local historical codes mined
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| ## Accuracy after merge + solidify
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| - OPEN-SET: **65.3%** partial (exact 63.3%, n=121792)
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| | Lang | New | Open partial | n |
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| |------|-----|--------------|---|
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| | ko | Y | 51.8% | 14646 |
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| | la | | 98.6% | 10860 |
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| | pl | Y | 41.6% | 8037 |
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| | sv | Y | 46.6% | 6452 |
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| | ja | Y | 54.8% | 6342 |
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| | de | Y | 61.5% | 6002 |
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| | hi | Y | 55.6% | 5731 |
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| | ru | Y | 61.0% | 5564 |
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| | it | Y | 58.4% | 5428 |
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| | tr | Y | 73.6% | 5162 |
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| | es | Y | 56.6% | 5028 |
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| | pi | Y | 83.9% | 4765 |
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| | ca | Y | 64.3% | 4619 |
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| | fr | Y | 58.9% | 4566 |
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| | pt | Y | 62.4% | 4356 |
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| | nl | Y | 69.6% | 4305 |
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| | vi | Y | 62.7% | 4079 |
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| | id | Y | 67.5% | 3814 |
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| | grc | | 100.0% | 3166 |
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| | egy | Y | 64.3% | 2044 |
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| | ang | | 97.1% | 1989 |
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| | ar | | 98.3% | 819 |
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| | got | | 98.3% | 633 |
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| | akk | Y | 59.0% | 544 |
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| | he | | 98.8% | 417 |
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| | san | | 90.0% | 410 |
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| | non | | 90.9% | 406 |
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| | fa | | 94.2% | 240 |
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| | en | | 98.7% | 228 |
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| | sga | | 88.2% | 203 |
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| | cu | | 95.5% | 200 |
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| | xcl | | 100.0% | 175 |
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| | cop | | 100.0% | 104 |
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| | arc | | 88.8% | 98 |
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| | uga | Y | 88.5% | 96 |
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| | osx | | 98.4% | 64 |
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| | roa-opt | | 97.9% | 47 |
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| | orv | | 100.0% | 36 |
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| | osp | | 94.1% | 34 |
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| | mga | | 100.0% | 25 |
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| | pro | | 94.1% | 17 |
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| | peo | | 100.0% | 15 |
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| | pal | | 100.0% | 10 |
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| ## Full catalog
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| `akk`, `ang`, `ar`, `arc`, `ca`, `cop`, `cu`, `de`, `egy`, `en`, `es`, `fa`, `fr`, `frm`, `fro`, `gmh`, `goh`, `got`, `grc`, `he`, `hi`, `hit`, `hy`, `id`, `it`, `ja`, `ko`, `la`, `mga`, `nl`, `non`, `orv`, `osp`, `osx`, `pal`, `peo`, `phn`, `pi`, `pl`, `pro`, `pt`, `roa-opt`, `ru`, `san`, `sga`, `sum`, `sv`, `syc`, `tr`, `uga`, `vi`, `xcl`
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| ## Rebuild / climb
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| ```powershell
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| cd pflt-Ada
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| python -u download_next20_languages.py # re-download/ingest
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| python -u solidify_covered_95.py
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| alr build
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| .\bin\pflt_main.exe eval
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| .\bin\pflt_main.exe eval-product
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| ```
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|
