{
 "_doc": "Per-language pipeline configuration decisions, with provenance. Per-token attribution for a SPECIFIC span lives in compact-alignments' own <BOOK>_<hash>.meta.json 'rule' channel instead -- this file explains WHY a mechanism was enabled at all, not which position it touched. See pipeline_decisions.py's own module docstring (in the lexeme-aligner source repo) for the full three-layer relationship. 'always-on' entries need no opt-in flag; 'opt-in' entries mirror config/spanext_flags.json / config/fertility_flags.json (this repo's own internal verdict files, which carry the full prose reasoning this ledger only summarizes). LOOKUP: keyed by the bare published iso, the same segment already in every other dataset's own file path/manifest nesting for that language -- no dataset publishes a separate pointer field to this file, since the key you need is already the one you're indexing that dataset by. `target_normalization` is the one entry with NO per-token representation anywhere (stemming is a language-wide eflomal training setting, constant across every position of an edition's alignment) -- this file is the ONLY place it is ever visible.",
 "aaa": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=40.65)",
   "value": "surface"
  }
 },
 "aai": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.17)",
   "value": "surface"
  }
 },
 "aak": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.66)",
   "value": "stem"
  }
 },
 "aau": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=60.94)",
   "value": "surface"
  }
 },
 "aaz": {
  "nt_bridge": {
   "editions": [
    "aazpkf"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=18.85)",
   "value": "surface"
  }
 },
 "abc": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.69)",
   "value": "stem"
  }
 },
 "abi": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.23)",
   "value": "surface"
  }
 },
 "abm": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.84)",
   "value": "stem"
  }
 },
 "abn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=13.52)",
   "value": "surface"
  }
 },
 "abp": {
  "nt_bridge": {
   "editions": [
    "abpwbt"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=18.77)",
   "value": "surface"
  }
 },
 "abq": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=2.69)",
   "value": "stem"
  }
 },
 "abt": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=30.77)",
   "value": "surface"
  }
 },
 "abx": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=17.51)",
   "value": "surface"
  }
 },
 "aby": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.64)",
   "value": "surface"
  }
 },
 "acd": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=61.01)",
   "value": "surface"
  }
 },
 "ace": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=21.74)",
   "value": "surface"
  }
 },
 "acf": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=47.35)",
   "value": "surface"
  }
 },
 "ach": {
  "case_marking": {
   "direction": "before",
   "pos": [
    "name"
   ],
   "source": "grambank:GB074",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.12)",
   "value": "surface"
  }
 },
 "acm": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=5.35)",
   "value": "stem"
  }
 },
 "acn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=45.56)",
   "value": "surface"
  }
 },
 "acr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=38.18)",
   "value": "surface"
  }
 },
 "acu": {
  "nt_bridge": {
   "editions": [
    "acupkf"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.37)",
   "value": "stem"
  }
 },
 "ade": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=50.56)",
   "value": "surface"
  }
 },
 "adh": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.80)",
   "value": "surface"
  }
 },
 "adi": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.33)",
   "value": "stem"
  }
 },
 "adj": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=30.37)",
   "value": "surface"
  }
 },
 "adt": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=1.37)",
   "value": "stem"
  }
 },
 "adx": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=79.11)",
   "value": "surface"
  }
 },
 "ady": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=3.51)",
   "value": "stem"
  }
 },
 "adz": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=31.64)",
   "value": "surface"
  }
 },
 "aeb": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.52)",
   "value": "stem"
  }
 },
 "aer": {
  "nt_bridge": {
   "editions": [
    "aer_wbt"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=24.11)",
   "value": "surface"
  }
 },
 "aeu": {
  "nt_bridge": {
   "editions": [
    "aeuwbt"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=60.68)",
   "value": "surface"
  }
 },
 "aey": {
  "nt_bridge": {
   "editions": [
    "aey_wbt"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=12.10)",
   "value": "stem"
  }
 },
 "agd": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.07)",
   "value": "surface"
  }
 },
 "agg": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.37)",
   "value": "stem"
  }
 },
 "agm": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=5.69)",
   "value": "stem"
  }
 },
 "agn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=20.29)",
   "value": "surface"
  }
 },
 "agr": {
  "nt_bridge": {
   "editions": [
    "agrpkf"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.20)",
   "value": "stem"
  }
 },
 "agt": {
  "case_marking": {
   "direction": "before",
   "pos": [
    "noun"
   ],
   "source": "grambank:GB074",
   "value": true
  },
  "subject_indexing": {
   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
    "verb"
   ],
   "source": "grambank:GB089,GB090",
   "value": false
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=21.47)",
   "value": "surface"
  }
 },
 "agu": {
  "nt_bridge": {
   "editions": [
    "agupkf"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.84)",
   "value": "surface"
  }
 },
 "agx": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=4.25)",
   "value": "stem"
  }
 },
 "ahk": {
  "nt_bridge": {
   "editions": [
    "ahkbiv"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=23.62)",
   "value": "surface"
  }
 },
 "ahr": {
  "target_normalization": {
   "edition_overrides": {
    "ahrdpi": "surface"
   },
   "source": "self-derived (target_morph.py tokens/type=11.59)",
   "value": "stem"
  }
 },
 "aia": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=36.67)",
   "value": "surface"
  }
 },
 "aii": {
  "nt_bridge": {
   "editions": [
    "aii_abt"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.33)",
   "value": "stem"
  }
 },
 "aka": {
  "articles": {
   "direction": "after",
   "pos": [
    "name",
    "noun"
   ],
   "source": "grambank:GB020,GB023",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.37)",
   "value": "surface"
  }
 },
 "akb": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=18.98)",
   "value": "surface"
  }
 },
 "ake": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=17.84)",
   "value": "surface"
  }
 },
 "akh": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=30.47)",
   "value": "surface"
  }
 },
 "akp": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=23.25)",
   "value": "surface"
  }
 },
 "alf": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=13.98)",
   "value": "surface"
  }
 },
 "alj": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=28.95)",
   "value": "surface"
  }
 },
 "alp": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=27.06)",
   "value": "surface"
  }
 },
 "alq": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=14.88)",
   "value": "surface"
  }
 },
 "als": {
  "articles": {
   "gated_source": "derived (article_bound): the definite article is fused into the noun, so there is no free word to append",
   "pos": [
    "name",
    "noun"
   ],
   "source": "grambank:GB020,GB021,GB022,GB023",
   "value": false
  },
  "case_marking": {
   "direction": "before",
   "pos": [
    "name",
    "noun"
   ],
   "source": "grambank:GB070,GB072,GB074",
   "value": true
  },
  "subject_indexing": {
   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
    "verb"
   ],
   "source": "grambank:GB090",
   "value": false
  },
  "tam_auxiliary": {
   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
    "verb"
   ],
   "source": "grambank:GB119,GB120,GB121",
   "value": false
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=12.70)",
   "value": "stem"
  }
 },
 "alt": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=7.53)",
   "value": "stem"
  }
 },
 "alw": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=5.10)",
   "value": "stem"
  }
 },
 "aly": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.57)",
   "value": "surface"
  }
 },
 "alz": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.91)",
   "value": "surface"
  }
 },
 "ame": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.66)",
   "value": "stem"
  }
 },
 "amf": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.61)",
   "value": "stem"
  }
 },
 "amh": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=4.25)",
   "value": "stem"
  }
 },
 "amk": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.56)",
   "value": "surface"
  }
 },
 "amm": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.23)",
   "value": "surface"
  }
 },
 "amn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=10.50)",
   "value": "stem"
  }
 },
 "amo": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.44)",
   "value": "stem"
  }
 },
 "amp": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=7.35)",
   "value": "stem"
  }
 },
 "amr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.62)",
   "value": "stem"
  }
 },
 "amu": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=11.57)",
   "value": "stem"
  }
 },
 "anh": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.39)",
   "value": "stem"
  }
 },
 "ann": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=19.16)",
   "value": "surface"
  }
 },
 "anv": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.84)",
   "value": "surface"
  }
 },
 "any": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=55.22)",
   "value": "surface"
  }
 },
 "aoc": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=20.06)",
   "value": "surface"
  }
 },
 "aoi": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=18.27)",
   "value": "surface"
  }
 },
 "aoj": {
  "target_normalization": {
   "edition_overrides": {
    "aoj_wbt": "stem"
   },
   "source": "self-derived (target_morph.py tokens/type=14.43)",
   "value": "surface"
  }
 },
 "aom": {
  "target_normalization": {
   "edition_overrides": {
    "aomwbt": "surface"
   },
   "source": "self-derived (target_morph.py tokens/type=11.20)",
   "value": "stem"
  }
 },
 "aon": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=13.60)",
   "value": "surface"
  }
 },
 "aoz": {
  "target_normalization": {
   "edition_overrides": {
    "ao1ubb": "stem",
    "aozubb": "stem",
    "aozubv": "stem"
   },
   "source": "self-derived (target_morph.py tokens/type=23.04)",
   "value": "surface"
  }
 },
 "apb": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=37.66)",
   "value": "surface"
  }
 },
 "apd": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=5.69)",
   "value": "stem"
  }
 },
 "ape": {
  "target_normalization": {
   "edition_overrides": {
    "ape_cce": "surface"
   },
   "source": "self-derived (target_morph.py tokens/type=12.16)",
   "value": "stem"
  }
 },
 "apf": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.98)",
   "value": "surface"
  }
 },
 "aph": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=17.66)",
   "value": "surface"
  }
 },
 "apn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=43.40)",
   "value": "surface"
  }
 },
 "app": {
  "articles": {
   "direction": "before",
   "pos": [
    "name"
   ],
   "source": "grambank:GB020,GB022",
   "value": true
  },
  "case_marking": {
   "direction": "before",
   "pos": [
    "name"
   ],
   "source": "grambank:GB074",
   "value": true
  },
  "subject_indexing": {
   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
    "verb"
   ],
   "source": "grambank:GB089",
   "value": false
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=3.33)",
   "value": "stem"
  }
 },
 "apr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=40.75)",
   "value": "surface"
  }
 },
 "aps": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=28.34)",
   "value": "surface"
  }
 },
 "apu": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.89)",
   "value": "stem"
  }
 },
 "apw": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.90)",
   "value": "stem"
  }
 },
 "apy": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=17.11)",
   "value": "surface"
  }
 },
 "apz": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.39)",
   "value": "stem"
  }
 },
 "arb": {
  "articles": {
   "gated_off_editions": [
    "arbwtc"
   ],
   "gated_source": "derived (article_bound): the definite article is fused into the noun, so there is no free word to append",
   "pos": [
    "name",
    "noun"
   ],
   "source": "grambank:GB020,GB021,GB022,GB023",
   "value": false
  },
  "case_marking": {
   "direction": "before",
   "gated_off_editions": [
    "arbwtc"
   ],
   "pos": [
    "name",
    "noun"
   ],
   "source": "grambank:GB070,GB072,GB074",
   "value": true
  },
  "fertility_priors": {
   "source": "measured vs gold — see config/fertility_flags.json",
   "value": false
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=5.82)",
   "value": "stem"
  }
 },
 "are": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=16.06)",
   "value": "surface"
  }
 },
 "arl": {
  "nt_bridge": {
   "editions": [
    "arlpkf"
   ],
   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.49)",
   "value": "stem"
  }
 },
 "arn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=10.05)",
   "value": "stem"
  }
 },
 "asg": {
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   "value": "surface"
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 },
 "enq": {
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 },
 "epo": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=14.64)",
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 },
 "eri": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=25.85)",
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 },
 "ese": {
  "target_normalization": {
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 },
 "esk": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=2.71)",
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 },
 "ess": {
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 },
 "etr": {
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 },
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   "pos": [
    "name",
    "noun"
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   "source": "grambank:GB020,GB021,GB023",
   "value": false
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  "case_marking": {
   "direction": "after",
   "pos": [
    "name",
    "noun"
   ],
   "source": "grambank:GB070,GB072,GB075",
   "value": true
  },
  "possession_affix": {
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   "pos": [
    "noun"
   ],
   "source": "grambank:GB432",
   "value": true
  },
  "subject_indexing": {
   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
    "verb"
   ],
   "source": "grambank:GB089",
   "value": false
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   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
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   "source": "grambank:GB119,GB121",
   "value": false
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 },
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   "pos": [
    "name"
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   "source": "grambank:GB020,GB023",
   "value": true
  },
  "case_marking": {
   "gated_source": "no direction known for this language, so nothing is extended",
   "pos": [
    "name"
   ],
   "source": "grambank:GB074,GB075",
   "value": false
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.71)",
   "value": "surface"
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 "ewo": {
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 "eza": {
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 "faa": {
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 "fab": {
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 },
 "fal": {
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 },
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   "pos": [
    "name",
    "noun"
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   "source": "grambank:GB020,GB023",
   "value": false
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    "name",
    "noun"
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   "source": "grambank:GB070,GB072,GB074",
   "value": true
  },
  "possession_affix": {
   "gated_source": "no direction known for this language, so nothing is extended",
   "pos": [
    "noun"
   ],
   "source": "grambank:GB432",
   "value": false
  },
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   "source": "self-derived (target_morph.py tokens/type=14.19)",
   "value": "surface"
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 },
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 },
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   "value": "stem"
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   "pos": [
    "name"
   ],
   "source": "grambank:GB070,GB072,GB074,GB075",
   "value": false
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  "fertility_priors": {
   "source": "measured vs gold — see config/fertility_flags.json",
   "value": false
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   "source": "self-derived (target_morph.py tokens/type=5.79)",
   "value": "stem"
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 },
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 },
 "flr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.86)",
   "value": "stem"
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 "for": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.79)",
   "value": "stem"
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 },
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   "gated_off_editions": [
    "fra_jnd",
    "fra_lsg",
    "fra_ncl",
    "fra_ost",
    "frasbl"
   ],
   "gated_source": "cross-edition verification (E6) — see config/spanext_flags.json",
   "pos": [
    "noun"
   ],
   "source": "grambank:GB020,GB021,GB022",
   "value": false
  },
  "case_marking": {
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   "gated_off_editions": [
    "fra_jnd",
    "fra_lsg",
    "fra_ncl",
    "fra_ost",
    "frasbl"
   ],
   "gated_source": "cross-edition verification (E6) — see config/spanext_flags.json",
   "pos": [
    "noun"
   ],
   "source": "grambank:GB074",
   "value": false
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   "source": "measured vs gold — see config/fertility_flags.json",
   "value": false
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  "subject_indexing": {
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    "fra_jnd",
    "fra_lsg",
    "fra_ncl",
    "fra_ost",
    "frasbl"
   ],
   "gated_source": "cross-edition verification (E6) — see config/spanext_flags.json",
   "pos": [
    "verb"
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   "source": "grambank:GB090",
   "value": false
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    "fra_jnd",
    "fra_lsg",
    "fra_ncl",
    "fra_ost",
    "frasbl"
   ],
   "gated_source": "cross-edition verification (E6) — see config/spanext_flags.json",
   "pos": [
    "verb"
   ],
   "source": "grambank:GB119,GB120,GB121",
   "value": false
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   "value": "surface"
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 },
 "frd": {
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   "source": "self-derived (target_morph.py tokens/type=39.73)",
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 },
 "fue": {
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   "source": "self-derived (target_morph.py tokens/type=10.54)",
   "value": "stem"
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 },
 "fuf": {
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   "source": "self-derived (target_morph.py tokens/type=12.27)",
   "value": "stem"
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 },
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   "editions": [
    "fuhwbt"
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
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   "source": "self-derived (target_morph.py tokens/type=11.63)",
   "value": "stem"
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 },
 "fuq": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=13.46)",
   "value": "surface"
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 },
 "gaa": {
  "articles": {
   "direction": "before",
   "pos": [
    "name"
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   "source": "grambank:GB020,GB022",
   "value": true
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  "case_marking": {
   "direction": "after",
   "pos": [
    "name"
   ],
   "source": "grambank:GB075",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=14.75)",
   "value": "surface"
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 },
 "gab": {
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   "source": "self-derived (target_morph.py tokens/type=32.33)",
   "value": "surface"
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 },
 "gag": {
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   "direction": "before",
   "pos": [
    "name"
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   "source": "grambank:GB022",
   "value": true
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  "case_marking": {
   "direction": "after",
   "pos": [
    "name"
   ],
   "source": "grambank:GB070,GB072,GB075",
   "value": true
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  "nt_bridge": {
   "editions": [
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
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   "value": "stem"
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 },
 "gah": {
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   "source": "self-derived (target_morph.py tokens/type=11.21)",
   "value": "stem"
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 },
 "gai": {
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 },
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   "source": "self-derived (target_morph.py tokens/type=47.44)",
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 },
 "gaq": {
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   "source": "self-derived (target_morph.py tokens/type=15.36)",
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 },
 "gas": {
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   "source": "self-derived (target_morph.py tokens/type=20.33)",
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 },
 "gat": {
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   "source": "self-derived (target_morph.py tokens/type=18.43)",
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 },
 "gau": {
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 },
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 },
 "gax": {
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 },
 "gaz": {
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   "source": "self-derived (target_morph.py tokens/type=9.45)",
   "value": "stem"
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 },
 "gbi": {
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   "source": "self-derived (target_morph.py tokens/type=17.87)",
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 },
 "gbk": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=19.69)",
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 },
 "gbl": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=12.40)",
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 },
 "gbm": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=20.25)",
   "value": "surface"
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 },
 "gbp": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=38.90)",
   "value": "surface"
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 },
 "gde": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=23.42)",
   "value": "surface"
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 },
 "gdf": {
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   "source": "self-derived (target_morph.py tokens/type=9.24)",
   "value": "stem"
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 },
 "gdg": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.03)",
   "value": "stem"
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 },
 "gdn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=22.67)",
   "value": "surface"
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 },
 "gdr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=19.62)",
   "value": "surface"
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 },
 "geb": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=26.93)",
   "value": "surface"
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 },
 "gef": {
  "nt_bridge": {
   "editions": [
    "gefsgv"
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
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   "source": "self-derived (target_morph.py tokens/type=19.05)",
   "value": "surface"
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 },
 "gek": {
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   "source": "self-derived (target_morph.py tokens/type=24.84)",
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 },
 "gel": {
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   "source": "self-derived (target_morph.py tokens/type=40.63)",
   "value": "surface"
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 },
 "gfk": {
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   "editions": [
    "gfk_tbl"
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
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   "source": "self-derived (target_morph.py tokens/type=52.80)",
   "value": "surface"
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 },
 "gge": {
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   "source": "self-derived (target_morph.py tokens/type=1.33)",
   "value": "stem"
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 },
 "ghn": {
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   "value": "surface"
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 },
 "gho": {
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   "source": "self-derived (target_morph.py tokens/type=5.17)",
   "value": "stem"
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 },
 "ghs": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=13.50)",
   "value": "surface"
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 },
 "gia": {
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   "value": "stem"
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 },
 "gjn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=37.95)",
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 },
 "gld": {
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   "value": "stem"
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 },
 "glw": {
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   "pos": [
    "name"
   ],
   "source": "grambank:GB020,GB023",
   "value": true
  },
  "case_marking": {
   "direction": "before",
   "pos": [
    "name"
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   "source": "grambank:GB074",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.49)",
   "value": "stem"
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 },
 "gmv": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.96)",
   "value": "stem"
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 },
 "gna": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=17.53)",
   "value": "surface"
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 },
 "gnd": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=38.57)",
   "value": "surface"
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 },
 "gng": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=29.42)",
   "value": "surface"
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 },
 "gnn": {
  "nt_bridge": {
   "editions": [
    "gnn_bsa"
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
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  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=12.77)",
   "value": "stem"
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 },
 "gnw": {
  "nt_bridge": {
   "editions": [
    "gnwpkf"
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
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   "source": "self-derived (target_morph.py tokens/type=29.07)",
   "value": "surface"
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 },
 "god": {
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   "source": "self-derived (target_morph.py tokens/type=23.54)",
   "value": "surface"
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 },
 "gof": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.24)",
   "value": "stem"
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 },
 "goj": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=17.00)",
   "value": "surface"
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 },
 "gok": {
  "target_normalization": {
   "edition_overrides": {
    "gokdpi": "surface"
   },
   "source": "self-derived (target_morph.py tokens/type=8.10)",
   "value": "stem"
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 },
 "gor": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=11.80)",
   "value": "stem"
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 },
 "gqr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=68.63)",
   "value": "surface"
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 },
 "grg": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=7.61)",
   "value": "stem"
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 },
 "grr": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=4.90)",
   "value": "stem"
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 },
 "gso": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=48.33)",
   "value": "surface"
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 },
 "gub": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=29.52)",
   "value": "surface"
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 },
 "guc": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.81)",
   "value": "stem"
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 },
 "gue": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=2.93)",
   "value": "stem"
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 },
 "guf": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=1.73)",
   "value": "stem"
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 },
 "guh": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=6.44)",
   "value": "stem"
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 },
 "gui": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=28.41)",
   "value": "surface"
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 },
 "guj": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=9.05)",
   "value": "stem"
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 },
 "guk": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.41)",
   "value": "stem"
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 },
 "gul": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=63.94)",
   "value": "surface"
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 },
 "gum": {
  "nt_bridge": {
   "editions": [
    "gumpkf"
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=8.03)",
   "value": "stem"
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 },
 "gun": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=23.36)",
   "value": "surface"
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 },
 "guo": {
  "nt_bridge": {
   "editions": [
    "guopkf"
   ],
   "max_ot_books": 38,
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 },
 "shi": {
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 },
 "shj": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=4.87)",
   "value": "stem"
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 },
 "shk": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=18.76)",
   "value": "surface"
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 },
 "shn": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=66.89)",
   "value": "surface"
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 },
 "sho": {
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   "value": true
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   "value": "stem"
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 },
 "shr": {
  "target_normalization": {
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 },
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   },
   "source": "self-derived (target_morph.py tokens/type=11.52)",
   "value": "stem"
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 },
 "sig": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=51.28)",
   "value": "surface"
  }
 },
 "sil": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=44.96)",
   "value": "surface"
  }
 },
 "sim": {
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 "six": {
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   "scale": 2.0,
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   "value": true
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 "sjm": {
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   "scale": 2.0,
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   "value": true
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   "value": "surface"
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 "skx": {
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 },
 "sld": {
  "target_normalization": {
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   "value": true
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   "value": "stem"
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 },
 "slk": {
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 "sll": {
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 "slu": {
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 },
 "sly": {
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 "smk": {
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 },
 "sml": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=18.80)",
   "value": "surface"
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 },
 "smt": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=14.81)",
   "value": "surface"
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 },
 "sna": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=4.39)",
   "value": "stem"
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 },
 "snc": {
  "target_normalization": {
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   "value": "surface"
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 },
 "sne": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=42.86)",
   "value": "surface"
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 },
 "snn": {
  "target_normalization": {
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 },
 "snw": {
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 "snx": {
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 },
 "sny": {
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 },
 "som": {
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   "scale": 2.0,
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   "source": "self-derived (target_morph.py tokens/type=9.69)",
   "value": "stem"
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 },
 "soy": {
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   "source": "self-derived (target_morph.py tokens/type=21.52)",
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 },
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    "noun"
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   "source": "gram_struct:adposition",
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  "fertility_priors": {
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   "source": "measured vs gold — see config/fertility_flags.json",
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   "gated_source": "measured vs gold: disabled for this language (config/spanext_flags.json disabled_risks)",
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   "source": "gram_struct:possessor",
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 "spy": {
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 "sri": {
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 },
 "srm": {
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 },
 "srn": {
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 "srp": {
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 "srq": {
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 "srx": {
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   "source": "self-derived (target_morph.py tokens/type=19.09)",
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 "sua": {
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 },
 "suc": {
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   "pos": [
    "noun"
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   "source": "grambank:GB074",
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  "possession_affix": {
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   "pos": [
    "noun"
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   "source": "grambank:GB433",
   "value": true
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  "subject_indexing": {
   "gated_source": "audit finding only: no alignment mechanism implements this risk",
   "pos": [
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   "source": "grambank:GB090",
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  },
  "target_normalization": {
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 },
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 },
 "sun": {
  "target_normalization": {
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 },
 "sur": {
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 },
 "sus": {
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   "pos": [
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   "source": "grambank:GB089,GB090",
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   "pos": [
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   "source": "grambank:GB119,GB120,GB121",
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   "value": "surface"
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 },
 "suv": {
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 },
 "suz": {
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 },
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   "pos": [
    "name",
    "noun"
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   "source": "grambank:GB020,GB021,GB022,GB023",
   "value": false
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  "case_marking": {
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   "pos": [
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    "noun"
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 "swh": {
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 },
 "sxn": {
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 },
 "syb": {
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 },
 "syl": {
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 "tab": {
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 },
 "tac": {
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 },
 "taj": {
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 "tam": {
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 },
 "tap": {
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 },
 "taq": {
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 },
 "tat": {
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 },
 "tav": {
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   "source": "self-derived (target_morph.py tokens/type=11.84)",
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 },
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 },
 "tbc": {
  "target_normalization": {
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 },
 "tbf": {
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   "max_ot_books": 38,
   "scale": 2.0,
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   "value": true
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  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=11.76)",
   "value": "stem"
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 },
 "tbk": {
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 },
 "tbl": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=26.25)",
   "value": "surface"
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 },
 "tbo": {
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   "source": "self-derived (target_morph.py tokens/type=21.54)",
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 },
 "tbx": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=59.77)",
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 },
 "tby": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=13.50)",
   "value": "surface"
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 },
 "tbz": {
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=15.73)",
   "value": "surface"
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 },
 "tca": {
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   "source": "self-derived (target_morph.py tokens/type=11.72)",
   "value": "stem"
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 },
 "tcn": {
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    "nttl": "stem",
    "tcn_twf": "stem"
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   "source": "self-derived (target_morph.py tokens/type=15.14)",
   "value": "surface"
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 },
 "tcs": {
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   "max_ot_books": 38,
   "scale": 2.0,
   "source": "self-derived (edition has 1..max_ot_books OT books and an NT) — see config/nt_bridge.json",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=42.46)",
   "value": "surface"
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 },
 "tcy": {
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   "direction": "after",
   "pos": [
    "name"
   ],
   "source": "grambank:GB070,GB072,GB075",
   "value": true
  },
  "target_normalization": {
   "source": "self-derived (target_morph.py tokens/type=7.06)",
   "value": "stem"
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 },
 "tcz": {
  "target_normalization": {
   "edition_overrides": {
    "tcziem": "surface"
   },
   "source": "self-derived (target_morph.py tokens/type=11.04)",
   "value": "stem"
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 },
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}