From 66c2d097f717b7aedb26fd338020615b7d4a1ae2 Mon Sep 17 00:00:00 2001 From: nlitkowski Date: Tue, 22 Jun 2021 23:48:57 +0200 Subject: [PATCH] Add solution --- .gitignore | 1 + dev-0/out.tsv | 215 +++++++++++ main.py | 166 +++++++++ model.torch | Bin 0 -> 10560659 bytes test-A/out.tsv | 230 ++++++++++++ train/train.tsv | 945 ++++++++++++++++++++++++++++++++++++++++++++++++ 6 files changed, 1557 insertions(+) create mode 100644 dev-0/out.tsv create mode 100644 main.py create mode 100644 model.torch create mode 100644 test-A/out.tsv create mode 100644 train/train.tsv diff --git a/.gitignore b/.gitignore index 2f836aa..d48867b 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,3 @@ *~ *.pyc +**/.vscode/* \ No newline at end of file diff --git a/dev-0/out.tsv b/dev-0/out.tsv new file mode 100644 index 0000000..3d5647b --- /dev/null +++ b/dev-0/out.tsv @@ -0,0 +1,215 @@ +O O B-PER O O O O O O O O O B-LOC O O B-MISC I-MISC O B-PER I-PER O O O O O O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O B-ORG O O O O O O O O O O B-ORG O O O O B-ORG O O O O O O O O B-LOC I-LOC O B-ORG O O O O O O O O O O O O B-ORG O B-LOC B-ORG B-PER I-PER O O O O O O O O B-ORG O B-LOC O O O O O O O O O O O O O B-ORG O O O O O O B-ORG O O O O O O O O O O O B-PER I-PER O B-MISC O O O O O O O O O O B-LOC O B-LOC O O B-PER O O O O B-LOC O O O O O O O O O O O O O O O O B-ORG O B-PER O O O O O O O O O O O O O B-MISC O O O O O B-ORG O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O B-ORG O B-PER I-PER O O O B-PER O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-LOC O B-PER I-PER O O O O B-ORG O O B-ORG O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O B-MISC B-PER I-PER O O O O O B-PER I-PER O B-ORG O O B-PER I-PER O O O O B-ORG O B-ORG O O O O O O B-ORG O O O O B-ORG O O O O O O O O O O O O O O B-ORG O O O O O B-ORG I-ORG O B-ORG O O O O O O O O B-ORG O O B-PER I-PER O B-ORG O O B-PER I-PER O O O O O O O B-ORG I-ORG O O O O O O O +O O B-MISC I-MISC I-MISC O O O B-LOC O O O O O O O O O B-MISC O O O O O O O B-LOC O B-ORG O B-ORG O O O O O O O O B-LOC O O O O B-PER I-PER B-ORG O O B-PER I-PER O O B-LOC O O O B-ORG O O O B-LOC O B-ORG O O B-PER O B-PER I-PER O O B-PER I-PER O O B-PER I-PER I-PER O O B-ORG O O B-PER I-PER O O O O O O B-LOC I-LOC O B-ORG O O B-PER I-PER O O B-PER I-PER I-PER O O B-PER I-PER O O B-LOC O O B-LOC O O B-ORG O O B-ORG I-ORG O B-ORG I-ORG O O O O B-PER I-PER O O B-PER I-PER O O B-PER I-PER O O B-PER I-PER O O O O O O B-ORG O O B-PER I-PER O O B-PER I-PER O O B-PER I-PER I-PER O O B-ORG I-ORG O B-LOC I-LOC O O O B-LOC O B-ORG O O O O B-PER I-PER O O B-PER I-PER O O B-PER I-PER O O O B-ORG O O B-ORG O O B-ORG O B-ORG O O B-ORG O B-PER I-PER O B-ORG I-ORG I-ORG O B-ORG O O O O B-PER I-PER O O B-PER I-PER I-PER O O B-ORG O B-ORG O O B-PER O B-PER I-PER O O O O O B-PER I-PER O B-PER I-PER O O B-PER I-PER O O O O +O O O B-ORG I-ORG O O B-LOC O O B-LOC O O O B-ORG O O O B-ORG O O B-LOC O O O O O O O O O O O O O O O B-LOC I-LOC I-LOC O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O B-MISC O O O O O O O O O O B-ORG I-ORG O O B-LOC O O B-MISC I-MISC O O O O O O B-ORG O B-LOC O O O O O O O O O O O B-ORG I-ORG I-ORG O B-ORG O O B-ORG O O O O O B-LOC O O O O B-ORG O O O O B-ORG O O O O O O O O B-LOC O O B-ORG O O O O O O O O O O B-LOC O O B-LOC O O O O O O O O O O O O B-LOC O O O B-ORG O B-ORG O B-ORG O B-ORG O O O O O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O B-LOC O B-ORG O O O O O O O O O O O O O O O O B-ORG O B-ORG O O O O O O B-ORG O O O O O O O O O B-ORG O B-ORG I-ORG O O B-LOC O O O O O O B-ORG O B-ORG O O O O O O O O O O O O O B-LOC I-LOC O B-ORG O O O O O B-ORG I-ORG I-ORG O O O O B-LOC O O O O B-ORG O O O O O O B-ORG O B-ORG O O O O O O B-PER I-PER O O O B-LOC O O O O O O O B-ORG O O O O O O O B-ORG O O O B-LOC I-LOC O B-LOC O O O O O B-ORG O O O O O O B-PER I-PER O O O O B-LOC O B-LOC O O O +O O B-ORG O B-PER I-PER O O O B-LOC O O O O O B-ORG I-ORG I-ORG O O O O O O B-LOC O O O O O O O O O O B-MISC O O O O O O O B-ORG O O O O O O B-PER I-PER O O O O O O O B-MISC O O O O O O O B-PER I-PER O O B-ORG O B-ORG O O O O O O B-LOC O O B-MISC I-MISC O O B-LOC O O O O O O O B-ORG O O O O O O O O B-PER I-PER O O O O O O O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC O O B-PER I-PER O O O O O O O O O O O O O O O O O B-ORG O B-ORG O O B-PER I-PER O O +O O B-MISC B-ORG O O O B-LOC O O O O O O O O O O O O O B-ORG I-ORG O B-LOC O O B-ORG O B-LOC O B-ORG O O O B-ORG O O +O O B-LOC O B-ORG O O O O O B-LOC O O B-LOC O B-LOC O O O O O O O B-MISC O O O O O O O O O O B-LOC O B-ORG I-ORG O O O O B-PER I-PER O O O O B-ORG O B-PER I-PER O B-ORG O O O O O O +O O B-ORG I-ORG I-ORG O O B-ORG I-ORG O O B-LOC O O B-LOC I-LOC O O O O O O O O O O O O B-ORG O B-ORG O B-LOC I-LOC O O O O O O O O O O B-LOC O O O O O O O O O O O O B-MISC O O O O O B-PER I-PER O O O O O B-LOC O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O B-MISC I-MISC O O O O O O O O O O O B-LOC O O O O O O O O O O O O O B-ORG O O O B-LOC O O O B-ORG I-ORG O O B-MISC O O O O O O O O O O O O O B-LOC O O O +B-ORG O B-ORG I-ORG I-ORG I-ORG B-ORG O B-ORG O O O O B-LOC B-LOC O O B-ORG I-ORG O O O B-MISC O B-ORG O B-ORG O O O O O O O O B-ORG O O B-ORG O O O O O B-ORG O O O O O B-ORG B-MISC I-MISC I-MISC O O O O O O B-ORG I-ORG I-ORG O B-LOC I-LOC O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O B-ORG O O O O O O O B-ORG O O O O O O O O O O O O B-ORG O B-ORG O B-ORG O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O O B-ORG I-ORG I-ORG O B-PER I-PER O O O B-ORG O O B-ORG O B-ORG O O O O O O O O B-ORG I-ORG O O O O B-ORG O B-LOC O O O O B-ORG O B-MISC O O B-ORG O O O O O O O B-ORG O B-LOC I-LOC O O O O O O O O +O O B-MISC I-MISC I-MISC I-MISC O O O B-LOC I-LOC O O B-ORG O O O B-MISC I-MISC I-MISC O O O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O B-PER I-PER O O O B-PER I-PER O B-LOC O O O O B-PER I-PER O B-LOC O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O O O +O O O O B-MISC I-MISC O O O O B-LOC O O O O B-MISC I-MISC O O O O O O O O B-ORG O B-ORG O O O O O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O +O O O O B-MISC I-MISC I-MISC O O O B-LOC O O O O B-MISC I-MISC O O O O O O O O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O O O B-ORG O B-ORG O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O B-ORG O O O O O O O B-ORG O O O O O O B-ORG O O O O O O O B-ORG O O O O O O B-ORG O O O O O O O B-ORG O O O B-ORG O O B-ORG O O O O O O O +O O O O O O O B-MISC I-MISC O O B-LOC I-LOC O O O O O B-MISC I-MISC I-MISC I-MISC O O B-LOC I-LOC I-LOC O O O O O O O O O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC I-LOC O O O O O O O B-PER I-PER O B-LOC O O O O B-PER I-PER O B-LOC O O O O O O O O O O O O B-PER I-PER O B-LOC 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B-ORG O O O O O B-ORG O O O O O B-MISC I-MISC O B-ORG I-ORG O O B-ORG O O B-ORG I-ORG O O B-ORG O O B-ORG O O O O O B-ORG I-ORG O O O O O O O O O O O B-ORG O B-LOC O B-ORG O B-LOC O B-ORG I-ORG O B-LOC O B-ORG I-ORG O B-LOC O B-ORG O B-LOC O B-ORG I-ORG O B-LOC I-LOC O B-ORG O B-LOC I-LOC O +O O B-MISC I-MISC O O O O B-LOC I-LOC O O O O B-MISC I-MISC O O O O O O O O O O O O O O B-MISC I-MISC O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-MISC I-MISC O B-ORG I-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O +O O B-PER O B-PER I-PER B-ORG I-ORG O B-MISC I-MISC O O B-PER I-PER O B-LOC I-LOC O O B-ORG I-ORG O O O O O B-MISC O B-PER I-PER O B-ORG I-ORG O O O O O O O O B-ORG O O B-MISC I-MISC O O O O B-PER O O O B-ORG O B-MISC O O O O O O O B-PER I-PER I-PER O O O O O O O O O O O O O O B-LOC O O O O O O O B-ORG O O O B-PER O O O O O O B-MISC O O O O B-PER I-PER O O O B-ORG O O O B-MISC O O O O O O O O O O O O O O O B-PER O O B-MISC O O O O O B-ORG O O O O O O O O O O B-LOC O B-PER I-PER O O O O O O O O B-ORG O O B-LOC O O O O O O B-ORG O O O O O O O O O O B-PER I-PER O O B-MISC O O O O O O O O O O B-PER O O O O O O O B-LOC I-LOC O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O B-PER O O O O O B-ORG O O O O O O O B-PER O O B-ORG O O O O O O O B-ORG I-ORG O O O B-LOC B-MISC O O O O O O O O B-ORG I-ORG O B-ORG I-ORG O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O B-PER O B-ORG O O B-PER O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-LOC O O O O O B-MISC O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O B-PER O O B-MISC B-ORG O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-MISC O O O B-ORG O O O O O B-MISC O B-PER O O B-ORG O O O B-PER I-PER O O O B-ORG B-MISC O O O O B-MISC O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O B-LOC I-LOC I-LOC O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O B-PER O O O O O B-MISC O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O B-PER I-PER O O O O O B-MISC O O O O B-MISC I-MISC O O O B-MISC O O O O O O O O O O B-PER O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O B-MISC O O O O O O B-MISC O O O +B-ORG I-ORG I-ORG I-ORG I-ORG O O B-LOC O O B-MISC I-MISC O O B-ORG I-ORG I-ORG O O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-ORG I-ORG O O O B-ORG B-MISC I-MISC O O O O O B-MISC O O B-ORG O O O O O O O O B-ORG O B-ORG O O O B-MISC O O B-LOC O O O O O O O O B-PER O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O B-ORG O B-ORG O O O O B-PER O B-PER I-PER O O O O O O O O B-LOC O O O O B-ORG I-ORG I-ORG I-ORG O B-ORG O O O O O O O O B-LOC O O O O O B-ORG O O O O O O O O O B-ORG O B-ORG O O B-ORG O O O O O O O B-MISC O O O O O O O O O B-MISC O O +B-LOC O O O O B-ORG I-ORG I-ORG O O B-LOC O B-LOC O O O O O O O O O O O B-MISC I-MISC O O B-LOC O O B-PER I-PER I-PER I-PER O O O O O O O O O O O B-LOC O O O O O O B-PER I-PER O O B-PER I-PER O O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-LOC O O O O B-ORG O B-PER I-PER O B-LOC O O B-PER I-PER O B-PER O B-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER O B-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O O B-PER I-PER O +B-LOC O B-ORG O O O B-MISC O B-ORG I-ORG I-ORG O O O B-LOC O B-LOC O O B-PER I-PER O O B-ORG O O O O B-MISC O O O O O O O O O O O B-MISC I-MISC O O O B-ORG I-ORG O O O O O O O O B-PER O O O O O B-PER I-PER O O O O B-PER I-PER O B-PER I-PER O B-ORG I-ORG O O B-PER O O O B-MISC O O O O O O O B-LOC B-MISC I-MISC O O B-PER O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O B-LOC O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O B-PER I-PER O O O B-MISC O O O O B-MISC I-MISC O O O O O O O B-MISC I-MISC O O B-PER O O O O O O O O B-MISC I-MISC O O O O O O O O B-MISC O O O B-MISC I-MISC O O O B-PER O B-MISC O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O B-MISC I-MISC I-MISC I-MISC O O O B-MISC I-MISC I-MISC B-MISC O O O O O B-PER I-PER O O B-ORG O O O O O O O O B-PER I-PER O O O B-ORG O O O B-MISC I-MISC O O O O O O O B-MISC I-MISC I-MISC I-MISC O O O O B-PER I-PER O B-PER I-PER O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O +O O B-ORG O B-ORG I-ORG O B-ORG I-ORG I-ORG O B-ORG O O B-LOC O O B-MISC O O O B-ORG I-ORG O O O O O B-ORG I-ORG O O O O O B-ORG I-ORG O B-ORG O O O O O O O O O B-MISC O O O O O O O O O B-MISC O O O B-LOC I-LOC O O O B-LOC O O O B-LOC O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O +O O B-PER I-PER O O B-LOC O B-ORG O O O B-PER I-PER O B-LOC O O B-MISC B-PER I-PER O B-MISC O O O B-PER I-PER O O O O O O O B-MISC O O O O O O O B-ORG O O O O O O O O B-PER O O B-ORG O O B-MISC O O O O B-LOC O O O O B-PER O O O O O O O O O O O B-PER O O O O O O B-MISC O O O O O O B-PER O O O O O O O B-MISC O O O O O O B-LOC O O O O O B-MISC O O O O O O O O O O O O O B-PER O 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I-PER O B-PER O B-PER O O B-LOC I-LOC O B-PER I-PER O B-PER O B-PER O O B-PER I-PER O B-PER I-PER O O B-PER I-PER O O O O B-PER I-PER O O O O B-PER I-PER O O B-PER O O B-PER I-PER O O B-PER O O B-PER I-PER O B-PER O O B-PER I-PER O O O O O O O B-PER O O O O O O O O O B-PER O O O O O O O O B-PER I-PER I-PER I-PER I-PER I-PER O O O O O O B-PER O B-PER O B-PER O O O O B-PER I-PER I-PER O B-PER I-PER O B-PER I-PER O O B-PER I-PER O B-PER I-PER O B-PER I-PER I-PER O B-PER O B-PER O B-PER I-PER O O B-PER O O O O B-PER I-PER I-PER O O O O O B-LOC O B-LOC O O O O O +O O B-PER O O O O O B-LOC I-LOC O O B-LOC O O B-LOC O O O O O O O O O O B-LOC I-LOC O O O O O O O O O B-MISC I-MISC I-MISC O O O O O +O O B-PER O O O B-PER O O O O B-LOC O O B-LOC O O O O O O O O O B-LOC I-LOC O O O O O O O O O O O B-LOC O O O O O O O O O O O B-LOC O B-PER I-PER O O O O B-PER I-PER O B-PER O B-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER O B-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER O B-PER O O 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O O O O O O O O O B-ORG I-ORG O O O O O +B-LOC O O O O O O O O B-LOC O O O O O B-LOC O O O O O O O O O O O O O B-ORG I-ORG I-ORG O O O O O B-ORG O O O O O B-ORG I-ORG O O O B-ORG O O B-ORG I-ORG I-ORG O O O O O O B-ORG I-ORG O B-ORG O O B-ORG I-ORG I-ORG O B-ORG O B-ORG I-ORG O B-ORG O B-LOC O O B-ORG O B-ORG I-ORG O O O O O O O O O B-ORG O O O O O O O O O B-ORG O B-ORG O B-MISC O B-ORG I-ORG O O B-MISC I-MISC O B-ORG I-ORG O O O O O O O O O B-ORG I-ORG O O O B-ORG I-ORG I-ORG O B-ORG I-ORG I-ORG I-ORG O O O O O B-ORG O O O O O O O O B-ORG O B-ORG O O O O O +B-ORG I-ORG O O O O B-LOC I-LOC O O B-ORG I-ORG I-ORG I-ORG O O O O O O O B-ORG I-ORG I-ORG I-ORG I-ORG O O B-ORG O O O B-ORG O O B-LOC O O O O B-LOC O O O B-ORG O O O O O B-ORG I-ORG O B-ORG I-ORG O O O O O O O B-ORG O O B-ORG I-ORG O O B-MISC I-MISC O O O B-LOC O O O O O +O O O O B-LOC O O B-LOC O O B-LOC I-LOC O O O O O O O O O O O O O O O O O O O B-ORG O O O O B-MISC I-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O B-MISC O O B-MISC O O B-PER O O O O O B-MISC O O O O O O O O O B-MISC I-MISC O O B-ORG O O B-MISC O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O B-PER O O O O O B-ORG O O O O O O B-ORG O O O B-ORG O O O O O O O O O B-ORG O O O O O O O O O O O O B-MISC I-MISC I-MISC O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC O O O O O O O O O O O O O O B-MISC I-MISC O O O B-PER I-PER O B-ORG I-ORG I-ORG I-ORG O O B-ORG O +B-LOC O O O O O O O B-LOC I-LOC O O B-LOC O O B-LOC O O O O O B-ORG O O O O O O O O O O O O O O O O O O B-ORG I-ORG I-ORG I-ORG O O B-ORG O O O O B-LOC O O O O O O O O O O B-ORG I-ORG O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O O O O B-MISC O O O O B-ORG O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O B-LOC O O B-ORG O B-MISC I-MISC O O O O O O O B-ORG O B-ORG O O O O O O O O B-MISC O O O O B-ORG O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O O O B-ORG O O B-LOC O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O B-ORG O B-LOC O O O O O O O O O B-ORG O O B-ORG I-ORG O O O O O O O B-MISC I-MISC I-MISC O O O O O O B-ORG I-ORG O B-PER I-PER O O O B-LOC O O O B-ORG O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O B-PER I-PER O O O O B-MISC I-MISC I-MISC O O O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG I-ORG O O O B-MISC O O O O O O O O O B-LOC O O O O O O B-ORG O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O B-ORG O O O O B-ORG O B-ORG O B-PER O B-ORG O B-ORG O O B-ORG O O O B-ORG O B-ORG O O B-ORG O O O B-ORG O B-ORG O O B-MISC O O O B-MISC O 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O O O B-ORG O O O O O O B-ORG O O O B-LOC O B-LOC O O O O O O B-ORG I-ORG O O O O O O O O O O O O B-MISC O O O O O B-PER O O O O O O O O O O O O O O O O O O B-ORG O O B-LOC I-LOC O O O B-ORG O O O B-ORG O O O O O O O O O O B-MISC O B-PER O O O B-ORG O O O O O O O O O O O O O O O B-ORG O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-PER I-PER O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O +B-MISC O O O O B-LOC O O B-LOC O O B-LOC O O O B-PER I-PER O O B-LOC O O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O O B-LOC O B-ORG O O O O O O O O O O B-ORG O O O O O O O O O O O B-PER O O 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O O O B-MISC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O O B-MISC O B-LOC O O O O O B-LOC B-ORG I-ORG O O O B-ORG O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O B-ORG O B-ORG O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC B-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O B-ORG O O O O O B-ORG O O O O O O O O O O O O O O O O O B-PER I-PER O O B-ORG I-ORG O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG O O O +B-LOC B-ORG I-ORG O O B-ORG O O O B-LOC O O B-LOC I-LOC B-PER I-PER O O O O O B-LOC B-MISC I-MISC I-MISC O O O O O O O O O O O B-ORG O O O O O O O O O O O O B-ORG O O O O O O O B-MISC O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O B-LOC O O O O O O O O B-ORG O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O O O B-LOC O 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B-MISC O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC O O B-ORG O O O B-MISC O B-LOC O O O O O O O O O O O O O O O O O B-ORG O B-MISC O O O B-PER O O O O O O O O B-MISC I-MISC O O O +B-ORG O O O B-ORG O B-ORG O O B-PER I-PER O B-LOC O O O O O O O O O B-ORG O B-ORG I-ORG O B-ORG I-ORG O B-ORG O B-ORG O O B-ORG O B-LOC O O O O O O O O O O O O O O O O O B-ORG O B-MISC O O B-LOC O O O O O O O O B-ORG O O O B-PER I-PER O O O O O B-ORG I-ORG I-ORG I-ORG I-ORG O O O B-ORG O O O O O O O B-LOC O O O O O O B-PER O B-MISC O O O B-ORG I-ORG I-ORG I-ORG I-ORG O O O O O O O B-ORG O O O O O O O O O O O O O B-ORG I-ORG O O O B-MISC O O O B-LOC I-LOC O B-ORG I-ORG I-ORG I-ORG O O O B-ORG O O O O O O O O O O O O O O O O O B-LOC O O O O O O O B-ORG O O O B-LOC O B-ORG O B-MISC O O O B-PER I-PER O O O B-ORG I-ORG I-ORG I-ORG O O B-ORG I-ORG I-ORG I-ORG O O O O O B-ORG O O B-ORG O B-ORG O O O O O O O B-ORG O O O O O O O B-ORG O O O B-PER O B-ORG O O O O O O O O O O O O O O O O O O O B-LOC O B-ORG I-ORG I-ORG I-ORG I-ORG O B-ORG I-ORG O B-ORG I-ORG O B-ORG I-ORG I-ORG O O B-ORG I-ORG I-ORG I-ORG O B-LOC O O O O B-ORG I-ORG O B-ORG O B-ORG I-ORG O B-ORG I-ORG O O O O O O O B-ORG O O B-ORG O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-LOC O O B-PER O O B-LOC O O O O O O O O O B-ORG O O O B-ORG O O O B-ORG I-ORG I-ORG O O O B-MISC I-MISC I-MISC O B-ORG O O B-ORG O O O B-ORG O O B-ORG I-ORG O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O B-ORG O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O B-ORG I-ORG I-ORG O O +B-ORG I-ORG O B-MISC O O O B-ORG O O B-LOC O O O B-ORG I-ORG O O O O O O O O O O O O O B-MISC I-MISC O O B-LOC O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O B-PER I-PER O O O O O O O O O B-LOC O O O B-MISC O O O O O O O B-LOC O O O O O B-PER O O O O O O O O O B-MISC I-MISC O O O B-LOC O O O O O O O O O B-ORG I-ORG I-ORG O O O B-ORG O O O O O O O O O O O O O O B-MISC O B-PER I-PER O O O B-ORG O B-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O B-ORG I-ORG O O O O O O O O B-LOC O O O O O O O B-ORG I-ORG O B-ORG O O O B-LOC O O O O O O O O O O B-MISC O O O O O O B-MISC O O O O O O B-LOC I-LOC O B-ORG O B-ORG O B-LOC O O O B-ORG O O O B-ORG I-ORG I-ORG O O B-MISC O O +B-LOC I-LOC O O O O O O O O O O B-LOC I-LOC O O O O O B-MISC O O O O B-LOC I-LOC O O O O O O O O O O O O B-ORG I-ORG I-ORG O O O O B-ORG O O B-MISC O O O B-LOC O O O O O B-MISC O O O O B-ORG O O O O O O O B-MISC O B-MISC O B-PER O O O O O O O B-MISC O O O O O O B-ORG O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O O B-MISC O B-ORG O O O B-ORG O B-MISC O O O O B-LOC I-LOC I-LOC I-LOC I-LOC O +B-PER O O O B-ORG O O O O O B-LOC O 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O O O B-ORG O O O O O O O O O O O O O O O B-ORG O B-LOC O O O O B-ORG O O B-MISC O O O O O B-ORG O O O O O O O B-MISC O O O O O O O O O O +B-MISC O O O O O O O O O O B-LOC O O B-MISC O O O O O O O B-ORG O O O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O B-ORG O O B-ORG O O O O O B-ORG O O B-ORG I-ORG O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O B-ORG O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O B-ORG O O O O B-ORG I-ORG O O O +B-ORG O O B-ORG O O O B-ORG O O O B-LOC O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O O O O O O O B-ORG O B-ORG O +B-MISC O O O O B-ORG O B-LOC O O O B-LOC O O B-MISC O O O O O O O O O O O B-LOC O O O B-ORG I-ORG O O O B-MISC O O O O O O O O O O O O O B-MISC O O O O O B-ORG I-ORG O O O O O O O O O B-PER I-PER O O O B-ORG O O B-ORG I-ORG I-ORG O O B-LOC O O O O O B-ORG O B-MISC O O B-MISC B-ORG O O B-ORG O O O O B-ORG O O O B-ORG O O B-ORG O O O O O O B-ORG O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O B-LOC O O O O O O B-ORG B-MISC B-ORG O O O O O O B-MISC B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O O B-MISC O O O B-MISC O B-LOC O O O O O O O B-LOC O O O O O O O O B-ORG I-ORG I-ORG O O O O O O B-ORG O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-ORG I-ORG O O O O O O B-ORG O B-ORG O O B-MISC O O O O O B-ORG O O O B-MISC O O O O O B-MISC O O O O O O O O B-MISC O O O O O O O O B-MISC I-MISC O O O O O O O O O O O O B-MISC I-MISC O B-MISC B-ORG O O B-ORG O O O O B-LOC O O O B-ORG O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-LOC O O O B-ORG O O O O B-PER I-PER O O O B-ORG O B-PER O B-ORG O +B-ORG I-ORG I-ORG I-ORG O O B-ORG O O B-LOC I-LOC O O O O O O O O B-ORG O O B-ORG O O O B-ORG O O O O O B-ORG O B-ORG I-ORG I-ORG I-ORG O B-ORG B-ORG O O O O B-ORG O O O O O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG I-ORG 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O O B-LOC I-LOC O B-LOC O O O O B-LOC O O O B-ORG O O O O O O O O B-MISC O O O O B-LOC O O O O B-LOC I-LOC O B-LOC O O O O B-MISC O O O O O O B-MISC O O O O O O O O B-MISC O O B-MISC B-LOC O O O O O O B-MISC I-MISC O B-LOC O O O O O O O O B-ORG O O O O B-ORG O B-MISC I-MISC I-MISC O O O O O O B-MISC O O O O O O B-MISC I-MISC O O O O O O O O O O O O O O O B-MISC B-PER I-PER O O B-PER O O O O O O B-ORG O O O O O O O O O O B-ORG O O O O O O B-PER O O O O O O B-LOC O O O O B-MISC O O O B-ORG O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O B-PER I-PER O O O O O O O O O O O O O O O B-LOC O O O O O O O B-MISC O O O O O O O O O O B-MISC O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O B-PER I-PER O O O B-ORG I-ORG I-ORG O O O O O O O O O O O O O B-PER I-PER O B-MISC O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O B-PER I-PER O B-ORG O O O O +O O B-ORG I-ORG I-ORG I-ORG O B-ORG O O O O B-ORG O O B-ORG O B-MISC O O O O B-ORG O O O B-ORG I-ORG I-ORG I-ORG O O B-ORG O O O B-ORG I-ORG O O O B-ORG O B-ORG I-ORG O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC O O O O O O B-ORG O O O B-ORG O O O B-PER I-PER O O O O O O O O O O O O O B-ORG I-ORG I-ORG O B-ORG O O O B-ORG O B-ORG I-ORG I-ORG O B-LOC O O O B-ORG I-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-ORG O O O O O B-ORG I-ORG O B-ORG I-ORG O O B-MISC O O O O O B-ORG O O O O O B-MISC I-MISC O O O +O O O O O O O O O O B-LOC I-LOC O B-LOC O O O O O O O O O O O B-ORG I-ORG O O O O O O B-ORG O O O B-ORG O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O O O O O B-LOC O O O O O O O O O O B-ORG O O O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O B-ORG O O B-ORG O O O B-ORG O O O O O O O O B-MISC O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG O O O O O O O O O B-PER O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O B-LOC I-LOC O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O B-ORG O O O O O O O O O B-ORG O O O O O O O O O O O O O B-ORG O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O B-ORG O O O O O O O O O O O O O B-ORG O O O O O B-ORG O O O O O O O O B-ORG O O B-ORG O O O O O O O O O B-ORG O O O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-ORG O O O +B-MISC I-MISC O O O O O O O B-LOC I-LOC O O B-MISC I-MISC I-MISC O O O O O B-ORG B-MISC O B-LOC O B-ORG O O B-ORG O O B-ORG O O O O O O O B-MISC O B-ORG I-ORG O B-ORG O B-ORG 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B-ORG I-ORG O O O O O O O O B-ORG I-ORG I-ORG O O O O O B-ORG I-ORG O O +B-ORG I-ORG O O O B-LOC O O B-ORG O O O B-LOC O O O O O B-LOC O O O O O O O O O B-MISC B-MISC O O O O O B-MISC I-MISC O O B-ORG O O O O O O O O O O O O B-ORG O O O O O O B-ORG O O O B-MISC I-MISC O B-ORG O O O B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O B-ORG O O O O O O O B-ORG I-ORG I-ORG I-ORG O O B-PER O O O O O O O O O O +B-LOC O B-MISC O B-ORG O O B-LOC O O B-LOC O O B-MISC O O B-ORG I-ORG O O O O O O O B-ORG I-ORG I-ORG O B-ORG O O O O B-ORG I-ORG O O O O O O O O O O O O O B-ORG O O O O O O B-ORG O O O O B-ORG O O O B-LOC O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O O O O O O O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O +B-PER O O B-ORG O O O O O O B-LOC O B-LOC I-LOC O O B-MISC O B-PER I-PER O O O B-LOC I-LOC O B-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O B-PER O O O O O O O B-MISC O B-ORG O O O B-ORG O O O O O B-LOC O B-MISC O O O B-ORG O O O B-MISC O O O B-PER O O O O O O O O O O O O B-MISC O B-MISC O B-MISC O O O O O B-LOC O O O O O B-LOC I-LOC O O O O O O O B-MISC O B-MISC I-MISC I-MISC O O O O O O O O O O B-LOC O O O O O B-LOC I-LOC O O O O O O O O O O O O O O O B-PER O O O O O O O O B-LOC O O O O O O O O O O O O B-LOC O B-MISC O O O O O +B-ORG I-ORG O O B-MISC I-MISC O O B-LOC I-LOC O O B-ORG I-ORG O O O O O O B-LOC O B-ORG O O B-ORG I-ORG O O O O O O B-ORG O B-LOC I-LOC O O O O B-ORG O O O O O O B-MISC B-ORG I-ORG O O B-ORG I-ORG O B-PER I-PER O B-LOC O O O O O O B-ORG O O O B-LOC O O O O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O B-MISC O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O B-MISC O O B-PER I-PER O O O O O B-LOC O O O O O B-LOC O O O O O O B-ORG I-ORG O O O O B-ORG I-ORG I-ORG I-ORG O O O O O B-LOC O O B-MISC B-ORG I-ORG O O O O O O O O O O O O O B-ORG O O B-ORG O O O O O O B-MISC O O O O O O B-LOC I-LOC O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-MISC O O O O O O O O O O O O O B-MISC O B-ORG O O O O O O B-LOC O O O O O O O O O O O O O O O O B-ORG O O B-LOC O O O O O O O O O O O O B-ORG I-ORG I-ORG O O +O O B-ORG I-ORG O O O B-ORG I-ORG O O O B-LOC I-LOC O B-LOC I-LOC O O O O O B-ORG O B-PER I-PER O O B-ORG I-ORG I-ORG I-ORG O B-ORG I-ORG O O B-ORG I-ORG O O O O O O O B-MISC O O O O O O B-MISC O B-ORG O O O O O B-MISC O O O O B-ORG O O O O O O B-ORG I-ORG O O B-ORG O O O O O O O O O O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O B-ORG O B-PER I-PER O O B-ORG O O B-ORG O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O B-PER I-PER O O O O O O O O O B-LOC O O O O O B-ORG O B-ORG I-ORG O O B-PER I-PER O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O O O B-ORG O B-PER I-PER O O O B-ORG O B-ORG O O B-MISC O B-PER I-PER O O O O O O O O O O O O O O O B-ORG O O O O O O O B-PER I-PER O O O O B-LOC O O O O O O O O O B-LOC O O O O O O O O O +B-MISC I-MISC O B-ORG O B-ORG I-ORG O B-ORG O O B-LOC O B-LOC O O O O B-MISC O O O O O O O O O B-PER O B-ORG I-ORG O O +O O B-ORG O B-ORG O B-MISC O O O O B-LOC O B-LOC I-LOC O O O B-MISC O O O O O O O O O B-LOC O O B-LOC O O O O O O O B-ORG I-ORG O O O O B-ORG I-ORG O O O O O O O O O O +O O B-MISC I-MISC I-MISC B-ORG O O O O O B-LOC O B-LOC I-LOC O O B-LOC I-LOC I-LOC O B-ORG O O O O O O O O O B-LOC O O O B-ORG I-ORG O O O B-MISC I-MISC O O O O O O B-MISC O O O O B-PER I-PER O O O O O O O O O O B-PER I-PER O O B-ORG O B-PER I-PER O B-PER O B-PER I-PER O O B-PER I-PER O O O O O O O B-LOC O O O O O O O O O B-ORG O O O B-MISC O B-ORG O O O O O O O B-MISC I-MISC O B-LOC O O O O B-ORG O O O O O O B-PER I-PER O O O O O O O O O O B-ORG O O O O O O B-MISC O O O O +O O B-ORG O B-ORG O O B-MISC I-MISC O O O B-LOC I-LOC O O B-LOC I-LOC I-LOC O B-LOC O O O O O O O B-MISC I-MISC O B-MISC O O O O O O O O O B-PER I-PER O O O O B-ORG I-ORG O O O O B-PER I-PER O O O B-ORG O O B-PER I-PER O O O O O O O B-ORG O +B-LOC O B-MISC I-MISC O O O O B-LOC O B-LOC B-ORG O O O O O O O O O B-MISC I-MISC O O O O O B-MISC O O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER I-PER O B-LOC O O O O O O B-MISC O O O B-MISC O O O O B-PER I-PER O B-LOC O O O O O O O B-PER I-PER I-PER O B-LOC O O O O O O O B-PER I-PER O O O O O O B-PER I-PER O B-LOC O O O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER O B-LOC O O O O O O O B-PER I-PER O O O O O B-PER I-PER O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER I-PER O O O O O B-PER I-PER O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER O O O O O B-PER I-PER O B-LOC O O O O O O O B-PER I-PER O O O O O B-PER I-PER O O O O O B-PER I-PER O B-LOC O O O O O O B-PER I-PER O O O O O O +O O B-ORG O B-ORG O B-MISC I-MISC O O O B-LOC O B-LOC I-LOC I-LOC O B-LOC O O B-LOC I-LOC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O O O B-LOC I-LOC O B-PER I-PER I-PER O O O O O B-ORG O B-PER I-PER O O O O B-PER I-PER O B-ORG O O O O B-ORG O O +O O B-LOC O B-LOC O O O O O O O O B-LOC O B-LOC O O B-LOC O B-LOC O O O O O O O O O B-LOC O O O O O O O O O O O B-LOC I-LOC O O O B-PER I-PER O O O B-LOC O O B-PER I-PER O O B-PER I-PER I-PER O O +O O B-MISC I-MISC I-MISC O O O O O O B-LOC O B-LOC I-LOC O O O O O O B-ORG O O O O O O B-MISC I-MISC I-MISC I-MISC O O B-ORG O B-ORG O O O O O B-PER I-PER O B-LOC O B-ORG O O O O O O O O B-PER I-PER O B-LOC O B-ORG O O O O O B-PER I-PER O B-LOC O B-ORG O O O O B-PER I-PER O B-LOC O B-ORG O O O O B-PER I-PER O B-LOC O B-ORG O O O B-PER I-PER O B-LOC O B-ORG O O O O B-PER I-PER O B-LOC O B-ORG O O O B-PER I-PER O B-LOC O B-ORG I-ORG O O B-PER I-PER O B-LOC O B-ORG O O B-PER I-PER O B-LOC O B-ORG O O O O O O O O O O O O O O O B-PER I-PER O B-LOC O B-ORG I-ORG O O B-PER I-PER O B-LOC O B-ORG O O O O O B-PER I-PER O O B-PER I-PER O B-LOC O B-ORG I-ORG O O B-PER I-PER O B-LOC O B-ORG I-ORG O O B-PER I-PER O O B-PER O O O O B-PER I-PER I-PER O B-LOC O B-ORG I-ORG O O B-PER I-PER O O B-PER I-PER O +O O B-LOC O B-LOC O O O O B-LOC O B-LOC I-LOC O O O O O O O O O B-LOC O B-LOC O O O O B-LOC O B-PER I-PER O B-PER I-PER O B-PER I-PER O O B-PER I-PER O B-PER I-PER O O B-PER I-PER O O B-PER I-PER O O B-PER I-PER O O B-PER O O B-PER I-PER O O O O B-PER I-PER O O O O B-PER I-PER O O O O B-PER I-PER O O O O B-PER I-PER O B-PER I-PER O O B-PER I-PER O O O O O O B-PER I-PER O O O O O O O O O O O O O O O O O B-PER I-PER I-PER I-PER I-PER I-PER I-PER I-PER O O O O O O B-PER I-PER O O O O B-PER I-PER I-PER O B-PER I-PER I-PER O O B-PER I-PER O B-PER I-PER O O B-PER I-PER O B-PER O B-PER I-PER O O O B-PER O B-PER I-PER O B-PER O B-PER O O B-PER I-PER O B-PER O B-PER O O B-PER I-PER O O B-PER O O B-PER I-PER O B-PER O O 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B-MISC O O O B-PER O O O B-LOC O B-ORG O B-PER I-PER O B-LOC O B-ORG O B-PER I-PER O O B-LOC O B-ORG O B-PER I-PER O B-LOC O B-ORG O B-PER O B-PER O B-LOC O B-ORG O B-PER I-PER O B-LOC O B-ORG O O B-PER I-PER O B-PER O B-LOC O O +O O B-LOC O O O O B-LOC O O O O O B-LOC O B-LOC I-LOC O B-LOC O O O O O B-LOC O O O O O O O O O O O B-LOC O O O O B-ORG O B-PER I-PER O O O B-LOC O O B-PER I-PER O B-PER I-PER O O B-PER I-PER I-PER O O O O O O O O B-LOC O O O O O O B-LOC O O O O B-LOC I-LOC O O O O O O O O O O O O O O O B-LOC O B-PER I-PER O O O O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O O B-LOC O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER O B-PER I-PER O O O O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER O O +O O B-ORG I-ORG I-ORG O B-ORG O B-ORG O O B-LOC O B-LOC I-LOC O B-PER I-PER O O O B-PER I-PER O O O O O O B-ORG I-ORG O O B-ORG I-ORG O O O O O O O O O O B-PER O O O O O B-PER I-PER O O O O O O O O B-ORG O O O O O O O O O B-PER I-PER O B-ORG O O O O O O O O O O O B-PER O O O O O O O O O O O O B-PER I-PER O O O O O B-LOC O O O B-ORG I-ORG O O O O O O B-PER O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O O O B-ORG B-MISC O B-PER I-PER O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O B-PER O B-PER I-PER O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O O O O O O B-ORG O O O B-MISC I-MISC O O B-PER I-PER O O O O O O O O O O B-PER I-PER O B-PER I-PER O O B-ORG O O B-ORG O O O O B-ORG I-ORG O O B-MISC I-MISC I-MISC O O O O O O B-PER O O O B-LOC O O B-LOC O O O O O O B-LOC O B-PER I-PER O O O O O O O O B-PER I-PER O O O O O B-ORG O O O B-ORG I-ORG I-ORG O O B-ORG O O O B-ORG I-ORG O O O B-ORG O O O O O O O B-PER I-PER O B-PER I-PER O B-PER I-PER O O B-PER O B-ORG O O O O O O O O O O O O O O O O O O O O O B-ORG O B-ORG O O O O B-PER I-PER O O O O O O O O O O B-PER I-PER I-PER O O O O O O O O O O O O O O B-LOC O B-PER I-PER O O O O O O O O O O O O O O O B-ORG I-ORG O O B-ORG I-ORG O O O O O O B-ORG O O O O O B-ORG O O O O O O B-ORG O B-PER I-PER O O O O O O O O B-ORG O O O O O B-PER I-PER O O O O O B-PER I-PER O O O B-LOC O O O B-ORG O O O O B-ORG I-ORG O O B-MISC I-MISC O O O O B-ORG O O O O O O B-LOC O B-PER I-PER O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O B-LOC O O B-PER O B-PER I-PER O B-PER I-PER O O O O O O B-PER O O O O O O O B-PER I-PER O O O O O B-MISC O O B-LOC I-LOC O O O O O O O O B-ORG O B-PER I-PER O O O O O O O B-PER I-PER O O O O O O O O O O O O O B-ORG O O B-ORG I-ORG I-ORG O O O B-ORG O O O O O O O O O O O B-PER I-PER O O O O O O O B-ORG O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O B-LOC O B-PER I-PER I-PER O O O O O O O O O B-PER I-PER O O O O O O O O O B-ORG O O B-LOC I-LOC I-LOC O O O B-PER I-PER O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-PER O B-ORG O B-ORG O O B-LOC I-LOC O O O O O O O O O O O B-LOC O B-PER I-PER O O B-PER I-PER O O O O O O O O O O O O B-ORG O O O O O O O B-ORG I-ORG O O B-ORG O O O O O O O O O B-PER I-PER O O O O O O B-PER O O O O O O O O O B-ORG O O B-PER I-PER O O O O O O B-PER I-PER O O O O O O O O B-LOC O O O O O O B-ORG O O O O O O O O O O O B-PER I-PER O O O O O +O O B-PER O B-ORG O O B-ORG O O O O O B-LOC B-ORG O B-ORG O B-LOC O O O B-PER O O O O O O O O O O O O O B-ORG O O O B-LOC O O O O O B-MISC O O B-ORG O O B-ORG O O O O O O O O O O B-LOC O O O O O O B-PER I-PER O O O O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O O O O O O O O O O O O O O O B-ORG O O B-LOC I-LOC O O B-ORG O O O O B-ORG O O B-ORG O O O B-ORG O O O O O O O O O O O O O O O O B-LOC O O O B-ORG O O O O O B-ORG O B-PER I-PER O B-ORG I-ORG O O O O O O O O O O O B-MISC O B-PER O O O B-ORG O B-MISC O B-PER I-PER O B-ORG O O O O O O O O O O O O O O O O O O B-PER O O O O O O B-PER O O O O O O O O O B-ORG O O O O O O O O O O O O O +B-LOC O O O O O B-MISC I-MISC O O B-LOC B-ORG O O O O O O O B-MISC I-MISC O O B-MISC I-MISC O O B-PER I-PER O O O O B-MISC O O O O O O B-PER I-PER I-PER O O O O B-PER I-PER I-PER O O B-PER I-PER O B-LOC O B-ORG O O B-PER I-PER O O O B-PER I-PER O B-LOC O B-ORG O O B-PER I-PER O B-LOC O O O O B-PER I-PER I-PER O O B-PER I-PER O B-LOC O B-ORG O O B-PER I-PER I-PER O O B-PER I-PER I-PER O O B-PER I-PER O B-LOC O O O O B-PER I-PER O B-LOC I-LOC O O O O B-PER I-PER O B-LOC O O O O B-PER I-PER O B-LOC O O O O B-PER I-PER O B-LOC I-LOC O B-ORG O O B-PER I-PER I-PER O B-LOC O B-ORG O O B-PER I-PER I-PER O O B-PER I-PER I-PER O B-LOC O B-ORG O O B-PER I-PER O O O B-PER I-PER I-PER O +B-ORG I-ORG O B-MISC O B-MISC O B-PER O O O B-LOC I-LOC O O O B-MISC O B-MISC O O B-MISC O O O O O O O B-MISC I-MISC I-MISC O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O O O B-ORG O O B-ORG O B-LOC O O B-ORG O O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-MISC O B-LOC O O B-MISC O O O O O B-ORG O B-ORG O O B-ORG O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O +O O B-PER O B-LOC I-LOC O B-MISC I-MISC O O O B-PER I-PER O B-LOC O B-LOC I-LOC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O B-PER I-PER O O O O O O O B-PER I-PER O O O O O O B-PER I-PER O O O O B-PER I-PER O B-ORG O O O O O B-ORG O +O O B-ORG O B-ORG I-ORG O B-MISC I-MISC O O O B-LOC B-ORG O B-LOC O B-LOC I-LOC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O B-PER I-PER O O O O O O O B-ORG O +B-ORG I-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-LOC B-ORG O O B-ORG O B-PER I-PER O O O O B-MISC O O O B-LOC O O O O B-ORG O O O B-PER I-PER O O O O O O B-LOC O O B-PER O O O O O O O O O O O O O O O B-ORG I-ORG O O O B-ORG O O O O B-ORG I-ORG B-PER I-PER O O O O O O O O O O B-LOC O O O B-MISC O B-PER I-PER O O O O O O B-ORG O O O O O O O O O O B-LOC O B-ORG I-ORG O O O O B-MISC O O B-ORG O O O O O O B-PER I-PER O B-PER I-PER O O O O O O O O B-ORG O O B-ORG O O O B-LOC O B-PER I-PER O O O B-ORG I-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG O O O O O O B-MISC I-MISC O O O O B-ORG O O O B-MISC O B-ORG O O B-ORG O O B-PER O O B-ORG O B-PER O B-ORG O O +O O B-MISC O O O O B-LOC B-ORG O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O +O O B-MISC O O O O B-LOC B-ORG O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O +O O B-MISC O O O O B-LOC I-LOC O O O B-MISC O O O O O O O O O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O O O B-ORG I-ORG O B-ORG O B-ORG I-ORG O O B-ORG O O O O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O O O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG I-ORG I-ORG O B-ORG O O +O O B-MISC O O O O B-LOC B-ORG O O O B-MISC O O O O O O O O O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O O O B-ORG O B-ORG O B-ORG I-ORG O B-ORG O O O O B-ORG I-ORG I-ORG O B-ORG O O O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG O O O B-ORG O B-ORG O O O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG O O 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O B-PER I-PER I-PER O O O O O O O O O O B-ORG O O B-PER O O O O O B-MISC B-PER I-PER I-PER O O O O O O O O B-ORG I-ORG I-ORG O O O O O B-ORG O B-ORG O O O O O O B-PER O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O B-PER I-PER I-PER O O O O O B-MISC O O O O O O O B-ORG O O O O O B-ORG O O O O O B-ORG O O B-ORG I-ORG O O O O O O O O O O B-ORG I-ORG O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O B-PER I-PER O O O O O B-ORG O O O O O B-ORG O O O O O O O B-LOC I-LOC O O O B-PER I-PER O O O B-PER I-PER O O O B-PER O O B-PER I-PER O O O O O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER I-PER I-PER O O O B-PER I-PER O O O O O O B-PER I-PER O B-ORG I-ORG O O O O O O B-PER I-PER O O O B-PER I-PER O B-ORG I-ORG I-ORG O O O O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O B-PER I-PER O O O O O B-PER I-PER O O O B-PER I-PER O B-ORG I-ORG O O O O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O B-LOC I-LOC O O O O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O O O O B-PER I-PER O O +B-ORG I-ORG O B-LOC I-LOC O O B-PER I-PER O O B-LOC I-LOC O B-LOC I-LOC O B-LOC I-LOC I-LOC O B-ORG I-ORG O O O O O O O O O O O B-LOC I-LOC O O O O O O O B-LOC I-LOC O O O B-PER I-PER I-PER I-PER O O O O B-PER I-PER O O O O B-PER I-PER O O O O B-PER O O O O B-ORG O O O O O B-PER I-PER O O O B-PER I-PER O B-PER I-PER O B-PER I-PER O O O O B-PER I-PER O O O O O O O B-PER O O B-LOC I-LOC O O O O O O +O O B-ORG I-ORG B-ORG I-ORG O B-ORG I-ORG O O B-LOC B-ORG O B-LOC O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC I-MISC I-MISC O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER I-PER O O O O B-ORG I-ORG O O O O O O O B-LOC O O O O O O O O O O O O O O +O O B-ORG O O B-ORG O B-MISC I-MISC I-MISC O O B-LOC I-LOC O B-LOC O O O B-LOC O O B-MISC I-MISC I-MISC O O O O O O O O O O O B-LOC O O O O O O +O O B-MISC O O O O O O B-LOC I-LOC O O O B-MISC O O O O O O O O O O O O B-ORG O B-ORG O B-ORG O O O B-ORG O B-ORG I-ORG O O O O B-ORG O B-ORG I-ORG I-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O B-ORG O O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O B-ORG I-ORG I-ORG O O O B-ORG I-ORG I-ORG I-ORG O B-ORG I-ORG O O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O O O O B-ORG O B-ORG O O B-ORG I-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O O O O O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O O O +O O B-ORG I-ORG O B-ORG I-ORG O B-ORG O O B-LOC O B-LOC I-LOC O B-LOC O B-ORG O B-PER I-PER O O O O O O O O O B-PER O O O O B-PER I-PER O O O O O O O O O B-LOC O O B-PER O B-PER O O O O O B-MISC O O B-LOC O B-PER I-PER O B-LOC O O O O O O O O O O O O B-PER O O B-ORG O O O O O O O O O O O B-PER O O B-ORG I-ORG O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O B-LOC O B-LOC O O B-MISC I-MISC O O O O O O O O O +O O B-ORG I-ORG I-ORG O O O B-LOC I-LOC O O O O B-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O B-ORG O B-LOC O O B-ORG O B-LOC O O O O B-ORG O O O O O O B-ORG O B-LOC O O B-ORG I-ORG O B-LOC O O O B-ORG O O +B-ORG O B-ORG I-ORG I-ORG O O O B-LOC I-LOC O O O O B-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O B-ORG O B-LOC O O B-ORG O B-LOC O O O O B-ORG O O O O O O B-ORG O B-LOC O O B-ORG I-ORG O B-LOC O O O B-ORG O O +O O B-LOC O B-ORG O B-MISC I-MISC O O O B-LOC I-LOC O B-LOC O B-LOC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O O B-LOC O B-ORG I-ORG O B-ORG O O O B-PER I-PER O O O O B-PER I-PER O O O O O O O O +O O B-ORG O B-ORG O O O B-MISC I-MISC O O O B-PER I-PER O B-LOC O B-LOC O O O O B-MISC I-MISC O B-ORG O O O O O O O O O O O +O O B-ORG O B-ORG O B-MISC I-MISC O O O B-LOC I-LOC O B-LOC O B-LOC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O O O B-ORG I-ORG O O O O O O O O +O O B-ORG O B-ORG I-ORG O O B-LOC I-LOC O B-ORG O B-LOC O B-ORG O B-LOC B-ORG O O B-ORG O O O O O B-ORG O O B-ORG I-ORG I-ORG O O O O O O O +O O B-ORG O B-ORG O B-MISC O O O O B-PER I-PER O B-LOC O B-LOC O O O O O O O B-MISC O O O O O O O O O O B-PER I-PER O O O B-PER I-PER O O O O O O O O +O O B-ORG O B-ORG O B-MISC I-MISC O O O B-LOC I-LOC O B-LOC O B-LOC O O O O O O O B-MISC I-MISC O B-ORG O O O O O O O O O B-PER I-PER O B-ORG O O O O O O +O O B-LOC O B-ORG O O O O O B-LOC I-LOC O B-LOC O B-LOC O O O O O O O B-MISC I-MISC O O O O O O O O O O O B-PER I-PER O O O O O B-PER I-PER O O O O O O O O +O O B-MISC I-MISC I-MISC I-MISC I-MISC O B-ORG O O B-LOC I-LOC B-ORG O B-ORG B-MISC B-ORG I-ORG O B-ORG I-ORG O B-ORG O O O O O O O O O O O B-MISC I-MISC I-MISC O O O O O O O B-ORG O O B-MISC O O O O O O O O O O O B-ORG O O O O O O O O O O B-ORG O O O O O O O O O O O O B-PER I-PER O O B-MISC O O O B-ORG O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-PER O O O O O O B-ORG O O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O B-PER O O B-ORG O O O O O O O O O O O O B-MISC O O B-PER O O O O O O B-ORG O B-PER I-PER O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-PER O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O B-PER O B-ORG O O O B-MISC I-MISC I-MISC O O O O B-MISC B-PER I-PER O O O O O B-PER O O O O O O O O O O B-PER I-PER O B-LOC O O O O O O B-PER O O O B-PER O O O O O B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O B-PER O O O O O O O B-PER O B-ORG O O O O O O O O O O O O O O O O O O O +O O B-MISC I-MISC I-MISC I-MISC O O O B-LOC I-LOC I-LOC O B-ORG O O O B-LOC I-LOC I-LOC O O O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O B-ORG O O O O B-PER I-PER O B-LOC O O O O B-PER I-PER O B-LOC O O O O O O +B-LOC O B-ORG O B-ORG O O B-MISC I-MISC I-MISC O O B-LOC O B-LOC B-MISC O B-PER I-PER O B-LOC O O O B-PER I-PER O O O O O B-MISC O O O O O O O O O O O B-MISC I-MISC O O B-PER O O O O O O B-MISC I-MISC I-MISC O O O B-ORG I-ORG O O O O O B-PER O O B-ORG O O O B-PER I-PER O O O O B-MISC I-MISC I-MISC I-MISC O O O B-PER O O B-PER I-PER O O B-PER I-PER O O O O O O O O O O O B-PER O B-ORG O O O O B-MISC O O B-ORG O O O O O O O O O O B-MISC I-MISC O O O O O O B-MISC I-MISC O O B-LOC I-LOC O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O B-PER O O O O O O O O O O O B-LOC B-MISC I-MISC O O O O O O O B-PER O O O O O O B-MISC O B-MISC O B-PER O O O O O B-ORG O O O O O O B-ORG O O O O O O O B-PER O O O O O O O B-ORG O O O O O B-PER O O O O B-PER O O O O B-MISC O O O O O O O O O B-PER O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O B-MISC O O O O O B-PER O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O B-PER O O O O B-ORG O O O O O B-MISC O O O O O B-PER O O O B-MISC O O O O O O O O O O O B-PER O O B-MISC O O O O O O O O B-MISC O O B-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O B-PER O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O B-MISC O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O B-ORG O O B-PER I-PER O O O O O O O O O B-MISC I-MISC I-MISC I-MISC O O B-PER I-PER O O O O O O O O O O O O B-PER I-PER O O O O O O O O B-MISC I-MISC I-MISC I-MISC O B-PER O O O O O O O O B-PER O O O O O B-PER O O O O O O O B-MISC I-MISC O O O O O O O O +O O B-PER O B-LOC O B-MISC O B-PER O O B-MISC I-MISC O O B-PER I-PER O B-LOC I-LOC B-ORG O O O O B-MISC I-MISC O O O O B-LOC O O B-LOC I-LOC O O O O O O O O O O O O O O O O O O O O O O O B-LOC I-LOC O O B-LOC O O B-LOC O O O B-LOC O O O O B-LOC O O O O O O O O O O O O O O B-ORG I-ORG O O B-LOC I-LOC O O B-LOC O B-LOC O O O O O O B-PER O O O O O B-ORG O O O B-PER O O O O O O O O O B-MISC O O O O O B-ORG O O O O O O O O O O O B-LOC O O B-ORG O B-LOC I-LOC O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O B-MISC O O B-LOC O B-PER I-PER O O O O O O O O O O O O O O O O O B-LOC I-LOC O B-PER O B-LOC O O O O O O O O O O O B-LOC O O B-LOC O O O O O O O O O O B-LOC O O B-ORG I-ORG O O B-PER I-PER O O O O B-ORG B-LOC O O O O O B-PER O O O O O O O O O B-ORG O O O O O O O O O O O O O O O B-PER O O O O O O O O O O B-PER O O O B-PER O B-ORG O O O O O O O B-MISC I-MISC O B-PER I-PER I-PER O O O O O O O O O O O O O O O B-ORG O O O B-PER O O O O O O B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O B-PER I-PER I-PER O B-MISC I-MISC I-MISC O O O O O O O O B-PER O O O O O O O O O O O B-LOC O B-ORG O O B-PER I-PER I-PER O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O +O O O O O O O B-MISC I-MISC O O B-LOC I-LOC B-ORG O O O O B-MISC I-MISC I-MISC I-MISC O O B-LOC I-LOC I-LOC O O O O O O O O O O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC I-LOC O O O O O O O O O O O O O O B-PER I-PER O B-LOC O O B-PER I-PER O B-LOC O O O O O +O O O O O B-MISC I-MISC O O B-PER I-PER O O B-LOC I-LOC B-ORG O O O O O O O B-MISC I-MISC O O O O O O O O B-MISC I-MISC O O O O B-MISC O O O O O O O O O O B-LOC I-LOC O B-LOC O B-LOC I-LOC O B-LOC O B-LOC O B-LOC O B-LOC O B-LOC O O O O B-PER O O O O B-PER O O B-MISC O O O O O O O O O O B-PER O B-LOC O B-LOC O B-LOC I-LOC O B-LOC O B-LOC I-LOC O B-LOC O B-LOC I-LOC O +O O B-LOC O B-ORG I-ORG O O O B-LOC I-LOC O O O B-LOC I-LOC O B-ORG I-ORG O O O O O O O O O O O O O O O O O B-LOC O B-PER I-PER O O O O B-ORG O O O O O B-PER I-PER O B-ORG O O B-ORG I-ORG O B-PER I-PER O B-ORG O O O O B-ORG O +O O B-MISC I-MISC O O O O O O O B-LOC I-LOC B-ORG O B-MISC I-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC O B-MISC I-MISC O O O O O O B-ORG I-ORG O O B-ORG O O B-ORG O O O O O B-ORG O O O O O O B-ORG O O O O O O B-ORG O O B-ORG O O O B-MISC I-MISC O B-ORG O O B-ORG O O B-ORG O O B-ORG O O B-ORG O O O O O O B-ORG O O O O O B-ORG I-ORG O O B-ORG O O B-MISC I-MISC O B-ORG O O B-ORG O O B-ORG O O O O O B-ORG O O O O O O B-ORG O O O O O O O O O O O O B-ORG I-ORG O B-LOC O B-ORG O B-LOC O B-ORG O B-LOC O B-ORG O B-LOC O B-ORG O B-LOC O B-ORG O B-LOC O B-ORG I-ORG O B-LOC O B-MISC I-MISC O B-MISC I-MISC O O O O O O B-ORG O O O O O B-ORG O O O O O O B-ORG O O O O O O B-ORG I-ORG O O B-ORG O O O B-ORG O O B-ORG O O O B-MISC I-MISC O B-ORG O O O O O B-ORG I-ORG O O O O O O B-ORG O O O O O O B-ORG O O B-ORG O O B-ORG O O B-ORG O O B-MISC I-MISC O B-ORG I-ORG O O B-ORG O O B-ORG I-ORG O O O O O B-ORG O O O O O B-ORG I-ORG O O O O O O O O O O O B-ORG O B-LOC O B-ORG O B-LOC O B-ORG I-ORG O B-LOC I-LOC O B-ORG O B-LOC O B-ORG I-ORG O B-LOC O B-ORG I-ORG O B-LOC O B-ORG O B-LOC I-LOC O +O O B-MISC I-MISC O O O O B-LOC I-LOC B-ORG O O O B-MISC I-MISC O O O O O O O O O O O O O O B-MISC I-MISC O B-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O O O O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG O B-ORG O O B-ORG O B-ORG O O B-MISC I-MISC O B-ORG O B-ORG O O O O O O B-ORG O B-ORG O O O O O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O B-ORG I-ORG O B-ORG O O O O O O B-ORG O B-ORG O O B-ORG I-ORG O B-ORG I-ORG O O B-ORG I-ORG O B-ORG O O +O O B-ORG I-ORG I-ORG I-ORG O B-ORG O B-ORG O O B-LOC I-LOC O B-MISC O B-LOC O B-PER I-PER O O O O B-PER I-PER O B-MISC O O O O O O O B-ORG I-ORG O O B-ORG I-ORG O O O O O O O O O B-PER O B-ORG O O B-PER I-PER O O B-ORG O O B-MISC I-MISC O O O O O O O O O O B-ORG O O O O B-ORG O B-ORG O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG O B-LOC O B-PER I-PER O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-PER O B-PER I-PER O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O B-MISC O B-ORG O O O O O O O O B-LOC O B-PER I-PER O O O O O O O O O B-PER I-PER O B-ORG O O B-ORG I-ORG O O O B-LOC I-LOC I-LOC O O O O O O B-MISC O O B-LOC I-LOC O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O B-LOC I-LOC O O O B-LOC O O B-ORG O B-ORG O O O O O O O O O O B-PER I-PER O O O O O O B-MISC O O B-MISC I-MISC O O O O B-LOC O B-ORG I-ORG O O O O O O O O O O O O B-ORG O O B-ORG I-ORG O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG I-ORG O O O O O O O O O O O O B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O B-ORG O B-PER I-PER O O O B-LOC O O O O O B-PER I-PER O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O B-ORG O O O B-LOC O B-PER I-PER O O O O O O O B-PER I-PER O O O O O O O O O O B-ORG I-ORG I-ORG O O B-LOC O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O B-PER I-PER O O B-PER O O O O O O B-PER O O O O O O O O O O O B-LOC I-LOC O B-PER I-PER O O O O O O O B-PER I-PER O O O O O O O O O O O B-ORG I-ORG I-ORG O O B-MISC O O O B-PER O O O O B-ORG O O O B-MISC O O O O O O O O B-PER I-PER O O O O O O O O O O O O O B-ORG O O O O B-PER O O O O O O O B-PER I-PER O B-ORG O O O O O O O O O O B-PER O O O O O B-PER I-PER O O O O B-ORG O B-MISC O O O O O B-PER O O O O O O O O O O B-MISC O O O O O O B-PER O O O O O O O O B-MISC O O O B-PER I-PER O O O B-LOC I-LOC O B-PER I-PER O O O O O B-MISC O B-PER I-PER O O O O B-ORG O O O B-ORG O O B-ORG I-ORG O O O B-PER O O O O O O O O O O O O O O O O O O B-PER I-PER O B-PER O O O O O O O O O O O O O O O B-PER I-PER O B-ORG O O O O O O O B-ORG O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O B-LOC O B-PER I-PER O O O O O O B-MISC O B-PER I-PER O O O O O O O O O O B-ORG I-ORG O O B-MISC O O O O O O O O B-PER O O B-MISC O O O O O B-PER O B-ORG O O O O O O O O O O O O O O O O O O O O O O +O O B-MISC I-MISC O B-ORG I-ORG O O B-PER I-PER O B-LOC I-LOC O O B-ORG O O O O O O O B-PER I-PER O O O O O O O O B-MISC I-MISC O B-PER I-PER O O O O O O O O O O O O O O O O O O O B-PER O O O B-MISC I-MISC O O O B-PER O O O O O O B-LOC O O B-MISC O O O O O O O O O O O O O O O O O O O B-LOC I-LOC I-LOC O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O B-MISC I-MISC O O O O O O O O O O O O O O B-PER O O O O B-PER I-PER O B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O B-PER O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O B-PER O O O O O O O O O O B-MISC O O B-LOC O O O O O O B-PER O B-PER O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O B-MISC O O O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O B-PER O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O B-PER O B-ORG O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O B-PER O B-MISC B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O +B-ORG O B-ORG I-ORG I-ORG I-ORG I-ORG O O O B-LOC I-LOC O B-LOC O B-ORG I-ORG O O B-ORG I-ORG O O O O B-LOC O B-PER I-PER O O O O O O O O O O O O O O +O O B-LOC B-ORG I-ORG O B-MISC I-MISC O O O B-PER I-PER O B-LOC I-LOC O B-LOC O O B-MISC I-MISC O O O O B-LOC O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O B-ORG O O O B-MISC O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O B-ORG I-ORG O B-ORG I-ORG O O O O B-ORG O O B-MISC O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O B-ORG O B-PER I-PER O O O B-LOC O O O O O O O B-MISC O B-PER I-PER O O B-ORG O O O B-PER I-PER O O O O O O O B-PER I-PER O O O B-MISC I-MISC O B-PER O O O O O O O O O O O O O O O O B-PER O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O B-ORG I-ORG O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O B-MISC O B-PER I-PER O O O O O O O O O O B-ORG O O O O O O B-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-ORG I-ORG O O O B-PER I-PER O B-PER I-PER O O B-ORG I-ORG O O O B-PER I-PER O B-PER I-PER O O B-LOC O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-PER I-PER O B-ORG I-ORG O O O B-PER I-PER O B-PER I-PER O O +B-ORG O B-ORG O B-ORG I-ORG I-ORG O O B-LOC I-LOC O B-MISC B-PER I-PER B-ORG I-ORG O B-ORG I-ORG O O O O O B-ORG O O O B-LOC O O B-PER O O O O +O O B-MISC I-MISC O B-MISC I-MISC I-MISC O O O O O B-LOC I-LOC O B-MISC I-MISC B-ORG I-ORG I-ORG O B-ORG I-ORG O O O O O B-MISC I-MISC I-MISC I-MISC O B-LOC O O O O O O O O O O O O O O O B-LOC O O O O O O O O O B-MISC I-MISC O O O O O O O O O O O O O O B-ORG I-ORG I-ORG O O B-PER I-PER O O B-ORG O O O O O O O O O O O O B-ORG B-ORG O B-PER I-PER O O O O O O O O O O O O O B-ORG O O O O O 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O O B-ORG I-ORG O O O O O B-PER I-PER I-PER O O O B-PER I-PER O O O B-PER I-PER O O O O O B-PER I-PER O O O B-PER I-PER O O O O O B-PER I-PER O O O B-PER I-PER O O O O +O O B-MISC O B-LOC O O O O O B-LOC I-LOC O B-LOC O B-LOC O O O O O O O O O O O O O O O O B-PER I-PER O O O O O B-PER I-PER O O O O O O O O +O O B-ORG I-ORG O B-ORG I-ORG B-ORG I-ORG O O B-ORG I-ORG O B-LOC I-LOC O B-LOC O O O O B-MISC I-MISC O O O B-ORG O O O B-ORG B-LOC O O O O O O B-MISC O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O B-MISC O O O O O O B-ORG O O B-PER I-PER O B-PER I-PER I-PER O O O B-ORG O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O B-ORG O O O O O O B-MISC O B-PER I-PER O O B-PER I-PER O O O O O B-LOC O O O O B-ORG O O B-ORG O O O O O O B-ORG O O O B-PER I-PER O O O O O O O O O B-ORG B-PER I-PER O B-ORG O O O O O B-PER I-PER O O O O O O O O O O O O O O O O B-LOC O O O O B-ORG O O O O B-ORG O O B-ORG 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O O B-LOC O O O O O O O O O O O B-ORG O O O O B-MISC O O O O O O O O B-PER I-PER O O O B-PER I-PER I-PER O O O O O O O O B-ORG O O O O B-PER I-PER O O O O B-ORG O B-LOC O B-LOC O O +O O O O B-MISC I-MISC O O O O B-LOC O O O O O O O O B-MISC O O O O O B-ORG I-ORG O O B-PER I-PER O O O O B-ORG I-ORG O O B-PER I-PER O O O O O O O O B-PER I-PER O O +O O O O B-MISC O O O O B-LOC I-LOC O O O O O O O O B-MISC O O O O O O B-ORG I-ORG O B-ORG I-ORG O O +O O B-ORG O B-ORG O O B-MISC I-MISC O O O B-LOC B-ORG O B-LOC O B-LOC O O O O O O O O B-MISC I-MISC O O O O O O O O O O O O B-ORG O B-ORG I-ORG O O O O B-PER I-PER O B-ORG O O B-LOC O B-PER I-PER O B-ORG O O O O O O +O O B-LOC O O O O O B-MISC I-MISC O O O B-LOC I-LOC O B-LOC O B-LOC O O O O B-MISC I-MISC O B-ORG O O O O O O O O O B-ORG O +B-ORG O B-ORG I-ORG I-ORG I-ORG O O O B-LOC I-LOC O O O O B-ORG O O O O O O O O B-PER I-PER O O O B-ORG O O O B-MISC B-PER I-PER O O B-ORG I-ORG O B-ORG O O O O B-LOC O O O O O O O O O O O B-ORG O O O O O O O O O O B-ORG O O O O O O B-ORG O O O O O O O B-ORG I-ORG O O O O O B-MISC O O O O B-MISC I-MISC O B-LOC O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O O +O O B-MISC O O O O O O O O O B-LOC B-ORG O O B-LOC O O O O B-LOC O O O O O O O O O O O O O O O B-LOC O B-PER I-PER I-PER O O O O O B-PER I-PER O O O O O O O B-LOC O B-PER O O O O B-PER I-PER O O O O +B-ORG O B-ORG I-ORG I-ORG I-ORG O O O B-LOC I-LOC O B-MISC I-MISC I-MISC B-ORG I-ORG O B-ORG I-ORG O O O B-ORG O O B-LOC O O O O O O O B-ORG O O O O +O O O B-PER I-PER O O O O B-LOC I-LOC O O O O B-ORG I-ORG O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG I-ORG O B-ORG O O O B-PER I-PER O O O B-PER I-PER O O B-PER I-PER O O O B-ORG O O O B-PER O O O O O O O B-ORG O O O O O O B-PER O B-ORG I-ORG O O O O B-LOC O B-PER I-PER O O O O O O O O O B-ORG O +O O B-ORG O B-ORG O O B-MISC I-MISC O O B-LOC I-LOC O B-MISC O O B-PER I-PER O O O O O O O O B-MISC I-MISC O B-LOC O O O O B-ORG O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O B-PER O O O B-LOC O O O B-LOC O O O B-ORG I-ORG O O O O B-MISC O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O B-PER O O O O O O O O O O O O O B-LOC O B-LOC O O O O B-MISC I-MISC O O +O O B-MISC I-MISC O O O O O B-LOC I-LOC O O O B-MISC I-MISC O O O O O O O O B-ORG O B-ORG I-ORG O O B-ORG I-ORG O B-ORG I-ORG O O B-ORG O B-ORG O O O O O O O +O O B-LOC O B-ORG O B-ORG O O O B-LOC O O B-LOC O O O O O O O O O B-MISC I-MISC O O O O O O O O O B-LOC O B-ORG I-ORG O O O O B-PER I-PER O O O O B-ORG O B-PER I-PER O B-ORG O O O O O O +B-ORG O B-ORG O O B-MISC I-MISC O O B-LOC B-ORG O O B-MISC O O B-PER I-PER O O O O O B-ORG O O O O O O O O O O O O O B-ORG O O O B-ORG O O O O O O O O O O B-PER I-PER O O O O O B-ORG O O B-ORG O O B-ORG O O O O O O O O B-MISC O O O O O O O B-ORG I-ORG O O O O O O O O B-LOC O 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O B-ORG O B-MISC O O O B-MISC O O O O O O O O O O O B-ORG O O O O B-LOC O O O O B-LOC O O O O O B-ORG O B-LOC O O O B-LOC O B-LOC O O O B-MISC O B-LOC O O B-ORG O O B-ORG O B-MISC O O B-PER I-PER O O O O B-ORG O O B-PER O O B-ORG O O B-MISC O O O O O O B-ORG I-ORG I-ORG O O O B-ORG B-PER I-PER O O O O O O O O O O B-ORG O B-PER I-PER O O O B-MISC I-MISC O O B-PER O O B-MISC O O B-LOC O O B-ORG O O B-ORG O O B-LOC O O B-ORG I-ORG O O O O O O O O O O O O O O B-ORG I-ORG O O O O O B-MISC O O O O O O O O B-ORG O O O O O B-PER I-PER O O B-PER I-PER O O O B-LOC O O O O O O O O O O O B-MISC I-MISC O O O O O B-ORG O O O O O O B-PER I-PER O O O B-MISC O O O O O O O O O O O B-PER O O O O O B-PER I-PER O B-PER O O O B-LOC I-LOC I-LOC O O O O B-PER I-PER O O O B-PER O O B-MISC I-MISC O O O B-PER O B-PER I-PER I-PER I-PER O O O B-LOC O O O O O B-MISC O B-PER I-PER O O O O O O O O O O B-ORG O B-MISC O B-PER O O O O O O O O O O O O O B-ORG O O O B-MISC I-MISC O O O O O B-MISC I-MISC I-MISC I-MISC B-MISC I-MISC O B-ORG I-ORG O O O B-MISC O O O O B-LOC O O O O O O O O O O O O O O O B-MISC O O O B-PER I-PER O O B-MISC B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O B-ORG O O O B-LOC I-LOC O B-LOC I-LOC O O O O O O O O O B-LOC I-LOC O B-ORG O O O O O B-LOC I-LOC O B-MISC O B-PER I-PER O O O O O O O B-LOC O O B-LOC O O O O O O O O O O O O O B-MISC O O O O B-MISC I-MISC B-PER I-PER I-PER O B-ORG O B-ORG O O O O O B-ORG O O B-ORG O O O O O O O B-PER I-PER I-PER O O O O B-LOC O O O O O O O O O O O O O O O O O B-MISC O O B-LOC O B-LOC O B-LOC O B-PER O B-LOC O B-ORG O O O O O O O B-MISC O O O O O O O O O O B-ORG O B-ORG O O O O O O O O B-LOC O O O B-LOC O O O O B-MISC O O O B-LOC O O O O O O O O +B-ORG I-ORG O O O O B-LOC B-ORG O O O B-MISC O O O O O O O O O O O O O O B-ORG O O O O B-ORG O O O O O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O B-LOC O O O O O O O O O O O O B-MISC O O B-ORG O O O O O O B-ORG O O O O O O O O O O O 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O O O O O O O O O O O O O O O O O O O B-ORG O O O O B-ORG O O O O O O O O B-MISC I-MISC O O O O B-MISC O O B-PER I-PER O O B-MISC I-MISC O O O O B-MISC O O O O O O O O B-LOC O B-MISC O B-MISC O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O +O B-MISC O O O O O B-LOC I-LOC O O B-MISC O O O O O O O O O B-ORG O O O O B-LOC O O B-MISC O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-LOC O B-LOC O O B-LOC O B-LOC O O O O O O O O O O O O O O B-LOC O O O O B-LOC O O O O O O O O O B-LOC O O O O O O B-LOC O O O O O O O O O O O O O O B-LOC O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O +O O O B-MISC O O O B-LOC O O B-LOC I-LOC O O B-MISC O O O O O O O O O O O O B-MISC O O O O O O O B-MISC O O B-LOC O O B-LOC O O O O O O O B-MISC I-MISC I-MISC O B-MISC O O O O O O B-MISC O O O O O O O O O O O O B-LOC O O O O O O B-MISC B-ORG O O O B-LOC O O O O O O B-LOC O O B-ORG B-MISC O B-MISC O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O B-MISC O O O O O O O O B-PER I-PER O O O O B-LOC O O O O O O O O O B-ORG O O O O O O O O O B-MISC O O O O B-LOC O O O O O B-LOC O B-LOC O O O O O B-ORG O O O B-ORG O B-LOC O O O O O O O B-LOC O O O O O O O O O B-MISC I-MISC O O O O O O O +O O O B-LOC O O O O O O B-LOC I-LOC O O O O O O O O O O O O O O B-LOC O O O O B-MISC O O O O O O O O O B-PER O O B-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O B-LOC O O O O B-ORG O O O O O O B-MISC I-MISC O O O O O O O +B-ORG I-ORG I-ORG I-ORG O O O O B-LOC B-ORG O O O B-MISC I-MISC O O O O O O O B-ORG O B-ORG O O B-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O B-ORG O O O B-ORG O O B-ORG O O O O O O B-ORG O O O O O O B-ORG O O O B-ORG O O O B-PER O O O O O O O B-ORG O O O B-ORG O O B-ORG O O O B-ORG O O +B-MISC I-MISC I-MISC O O O O O O B-LOC I-LOC B-ORG O B-MISC I-MISC O B-ORG O O B-ORG O O O O O O O O B-ORG O B-ORG O O B-LOC I-LOC O O O O O O O O O O O O O B-PER I-PER O O O O B-ORG I-ORG O O O O O O O B-LOC B-ORG O B-ORG O O O O O O O O O B-ORG O O O B-MISC O O O O O O O B-ORG O O O O O O O O O O O B-ORG I-ORG O O O O B-ORG O O O B-LOC I-LOC O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O B-ORG I-ORG O O O O O B-PER I-PER O O B-MISC I-MISC I-MISC O O O B-ORG O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O B-MISC O B-LOC I-LOC O O O O O O O O O O O O B-ORG O O O O O O B-MISC O B-MISC O B-MISC O O O O O O O O B-PER O O O O O O O O O O O O O O B-LOC I-LOC O O O O O O O O O O B-MISC O O B-ORG O O +B-MISC O O O O O O O O O B-LOC B-ORG O O B-MISC O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O B-ORG O O B-ORG I-ORG I-ORG O B-MISC O B-LOC O B-ORG O O O B-ORG O O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O B-ORG I-ORG O O O O O O O B-ORG O B-MISC O O O B-MISC O O O O O O B-LOC O O B-ORG O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O B-MISC O O O B-LOC O O O O O O O O O O O O B-LOC O B-LOC O O O O O O O O O O O O O O B-PER I-PER I-PER O O O O O O O O B-LOC O O O O B-MISC O B-MISC O O O O O O O O O O B-ORG O O O O O B-MISC O O B-LOC O O O O O B-ORG O O O O B-ORG O O O B-MISC O O O O O O O O O O B-PER O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O B-MISC I-MISC O O B-LOC O O O O B-LOC O O O O O O O O B-ORG O O O O O B-LOC O O O O O O O B-MISC O O +B-ORG O B-MISC O O O O O O B-LOC O B-LOC B-ORG O B-ORG O O O O O O O O O O B-MISC O O O O O O O B-LOC O B-MISC O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O B-PER O B-PER I-PER I-PER O O B-LOC O O O O O B-ORG O O O O O O O O O O B-LOC O B-LOC O O O O O O O O O O O O O O O O O O B-MISC O O B-MISC I-MISC O O O O B-MISC O O O O O O O B-ORG O B-MISC O O O O O O O O O O O B-MISC O O O B-MISC O O O O O O O O B-ORG O O O O O O B-MISC O B-MISC O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O B-ORG O B-ORG O O B-ORG O O O O O O O B-ORG O O O O O +B-MISC B-ORG O O O O O O O B-PER I-PER O B-LOC O B-LOC I-LOC O O O B-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O B-ORG O O B-ORG O O O O O O O B-MISC O B-PER I-PER O O O O O O O O O O O O O O O O O B-PER O B-MISC O O O O B-MISC O O O O O O O O O O O O O O O O O B-MISC O O B-PER I-PER O O O O O O O O O O O O O O O O O O O O B-MISC O O O B-LOC O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O B-PER I-PER O O O O O B-ORG O O O O B-MISC I-MISC O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O B-ORG O O B-ORG O O O B-PER I-PER O B-LOC O B-LOC O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O B-LOC O O O B-ORG O O O O B-MISC O O O O O O O O O B-ORG O O O O O O O B-MISC O O O B-MISC I-MISC O O B-PER O O O O O B-MISC O B-LOC O O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O B-MISC O O O O O O O O O +B-MISC O O O O B-MISC I-MISC O O O O O B-LOC B-ORG O O B-MISC O O O B-ORG I-ORG I-ORG I-ORG O B-ORG O O O O B-LOC O B-ORG O B-LOC O B-MISC O O O O O O O B-ORG I-ORG O O O O O O B-PER I-PER O O O O O B-ORG O O B-ORG O O O 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O O B-LOC I-LOC O O B-MISC O O O O O O O O O O O O O O O B-LOC O B-ORG O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O B-ORG O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O +B-MISC O B-PER I-PER I-PER O O O O O B-PER I-PER O O O B-ORG O O B-ORG O O B-PER I-PER I-PER O O O O O O O O O O O B-ORG O O O O O B-ORG O O B-ORG O O B-PER I-PER O O O O O O O O O O O B-MISC O O O B-PER I-PER O O O O O O O O O O O O O B-MISC O O O O O O O O O B-MISC I-MISC I-MISC O B-ORG O B-ORG O O O O B-ORG O O B-ORG I-ORG O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O B-ORG O O O O O O B-PER I-PER O O O O O O O B-ORG I-ORG O O O O O O O B-MISC I-MISC I-MISC O O O O O O O O O B-ORG O O O B-PER I-PER O O O O O O O O B-ORG O O O B-ORG O O B-MISC I-MISC O B-ORG O O O B-MISC O O B-ORG I-ORG O O B-LOC O O O O O O O O O O O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC I-MISC O 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O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O B-PER O O O O O O O O O O O O B-MISC I-MISC O O O O B-LOC O B-LOC I-LOC O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O +B-LOC O B-MISC I-MISC B-PER I-PER O O B-LOC I-LOC O B-MISC O O O B-MISC B-PER I-PER O O B-LOC I-LOC O O B-ORG I-ORG O B-LOC O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O B-MISC O B-LOC O B-LOC O O O B-PER O O O O O O O O O O O O O O B-PER O O O O O B-PER O O O B-MISC I-MISC O O O O O O O O O O B-MISC O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O B-PER O O O O O O O O O O O O B-MISC I-MISC I-MISC O O O O B-LOC O B-ORG I-ORG O O O O O O O O O O O O O +B-LOC I-LOC O O O B-ORG O O B-LOC I-LOC I-LOC O O O O O O O O O O O O B-LOC I-LOC O O O O O O O O O B-ORG O O O B-ORG O O O O O O O O O O O B-MISC O O O O O B-MISC O O B-MISC I-MISC O O O B-MISC O B-ORG O O O O B-MISC I-MISC I-MISC O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O B-MISC O O O O O O B-LOC O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O B-MISC O O O B-ORG O O +B-LOC O O O O O B-MISC O O B-LOC B-ORG O O B-MISC O O O O O O O O O B-MISC O O O O O O O O O B-ORG I-ORG O O O O O O O B-LOC O O O O O O O B-LOC O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O B-MISC O O O O O O O O O O O O O O O B-PER I-PER O O O O O O B-MISC O O O O O O O O O B-ORG I-ORG I-ORG O O O O O O O B-LOC O O O O O B-MISC O O O O O O O O O O B-PER O O O O B-ORG O O O O O O O O O O O O O O O +B-MISC I-MISC O B-MISC O O O B-LOC O O B-LOC B-ORG O B-MISC O O O O B-MISC O B-LOC O O O O O O O O B-LOC O O O O O B-MISC I-MISC O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O B-PER I-PER O O B-ORG I-ORG I-ORG O B-ORG O O B-ORG O O O B-LOC O O B-ORG O O O O O O O O O O O B-MISC O O O B-LOC O O O B-ORG O O O O B-ORG O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O B-ORG O O B-LOC O O B-ORG O O O B-MISC O O O O O O O O O O O O O B-MISC O O B-LOC O O O O O O B-LOC O B-PER I-PER O O O O O B-ORG I-ORG O O B-LOC O O O O O B-MISC O O O O B-ORG O O O O B-ORG I-ORG I-ORG I-ORG O O O O O O O O O O O O O O O B-LOC O O O B-ORG O O B-ORG O B-ORG O B-LOC O O B-ORG I-ORG O O O B-MISC I-MISC O O O O O B-MISC I-MISC O O B-MISC O O O O B-LOC O O O O O B-MISC O B-LOC O O +B-ORG O O O O O B-LOC O O B-LOC I-LOC O O O O O O O O B-LOC O B-LOC O O O O O B-LOC O O O O O B-MISC O O O B-MISC O O O B-MISC O O O O O O O O O O O O O O B-LOC O B-LOC O B-LOC O B-LOC O O B-LOC I-LOC O O O O O O O O B-MISC O O B-LOC O O O O O O B-ORG I-ORG I-ORG O B-LOC O B-ORG O O O O O O O O O O O O B-LOC O O O O O O B-MISC O O O O B-LOC O O O B-LOC O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O B-ORG O O O O O O B-ORG O O O O O O O O B-MISC O O O O O O O O B-LOC O O O O B-MISC O O O O O O B-ORG O O B-LOC O O O O B-MISC O O O O O O O O O O O B-ORG O O O O B-ORG I-ORG I-ORG O O O O O O O O O B-LOC O O O O O +B-ORG O B-MISC O B-ORG O O O B-LOC I-LOC O B-ORG I-ORG I-ORG O B-ORG O O B-MISC I-MISC O O O O O O O B-MISC O B-ORG O O O O O O O B-MISC O O O O B-LOC O O O B-ORG O O B-LOC O O O O O O O O O O B-MISC O O O O O O O O B-LOC O O O O O O O B-ORG O O B-LOC O O B-LOC O O O O O O O O O O O O O B-ORG O O +O B-ORG O O B-LOC O O O B-PER I-PER O O O O O O O B-ORG O O O B-LOC O O O O O O O O O O O O O B-LOC O O O O O O O O B-LOC O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O +B-LOC O B-MISC O B-LOC I-LOC I-LOC O O O O B-LOC I-LOC O B-LOC O O O O B-PER I-PER O O O B-MISC O O O O O B-LOC O O B-MISC O O B-PER I-PER O O O O O O O O O O O O O O O O O O B-PER I-PER O O B-ORG O O O O O O O O O O O B-ORG I-ORG O B-LOC O O B-PER I-PER O O B-PER O O O O O O O O B-ORG I-ORG I-ORG O B-ORG O O O B-MISC O B-LOC O O O O O O O O O O O B-LOC O O O O O B-MISC I-MISC O B-LOC O O O O O O B-ORG O B-PER O O B-PER I-PER O O O B-MISC O O O O O O O B-LOC O B-MISC O O O O B-PER O O O O B-PER O O O O O O O O O O B-ORG O O O B-PER I-PER O O O O B-MISC O O B-MISC O O O O O O O O O O O O O O O O O B-MISC O O O B-MISC O O O B-ORG O O O O O O O O O O O O O O B-PER O B-MISC O O O O O B-LOC O O O B-MISC I-MISC O O +B-ORG O O O B-MISC O O O O O O B-LOC I-LOC O B-ORG I-ORG O O O O O O O O O O O B-LOC O O O B-MISC O O O O O O O O B-MISC O O O O O O O O B-ORG O B-ORG I-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O B-ORG O O O B-ORG O O O B-ORG O O +O O O B-LOC O O O O O B-PER I-PER O O O O O O O O B-MISC O O O O O B-ORG O O O O O O O O O O O O O O B-ORG I-ORG O O O B-LOC O O B-LOC O O B-MISC O O O O B-LOC O O O O B-MISC O O O O B-LOC O O O O O O O O O B-ORG O O O O B-ORG I-ORG O O O O O B-LOC O O B-MISC I-MISC O O O O O O B-ORG I-ORG O O B-LOC O O O B-PER I-PER I-PER I-PER O O B-ORG O O O O O O O O O B-ORG O O O +B-ORG O B-LOC O O O O O B-ORG O O B-ORG I-ORG O B-ORG O B-LOC O B-ORG O O O O O O O O O O O O O O O B-MISC O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-ORG O O O B-ORG O O O B-ORG O O O B-ORG O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O B-ORG O B-ORG O O O O O O O O O O B-ORG I-ORG I-ORG O O O O B-ORG O B-ORG O O O O O O O O O O B-MISC I-MISC O O B-MISC I-MISC O O O B-ORG O O O B-MISC I-MISC O B-ORG O O O O O B-LOC O B-LOC O O B-LOC O O O O O O O B-ORG I-ORG I-ORG O O B-ORG O B-PER O B-ORG O O O B-PER I-PER O O O O O B-ORG I-ORG I-ORG I-ORG I-ORG O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O B-MISC O O O O O O O O O O O O O O B-MISC O O O B-MISC O O O O O O O O O O O O O O O B-MISC O B-MISC O O O O O O O O O B-PER I-PER O B-ORG I-ORG I-ORG I-ORG I-ORG O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O +O O O O B-ORG I-ORG I-ORG O B-ORG O O B-LOC O B-LOC O O B-LOC O O O O O O O O B-PER I-PER O B-ORG I-ORG I-ORG I-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O B-ORG O B-MISC O O O O O B-ORG O O O O O O O O O O B-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O B-MISC O O O O O O O O +B-ORG O O O O O B-ORG I-ORG O O O B-LOC I-LOC O O O B-ORG O O O B-LOC O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O B-ORG I-ORG O O O O O O O O O O O O O O O O O O O B-MISC O O B-MISC O O O +B-LOC O O O O B-LOC I-LOC I-LOC O O O B-PER I-PER O B-LOC I-LOC O O O O B-LOC O O O O O O O O O O O B-PER I-PER O O O O B-LOC O O B-MISC O O O O B-LOC O B-LOC O O O O O O O O O O O O O O O O O B-MISC I-MISC O O O O O B-LOC O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O B-LOC I-LOC O O O O O B-ORG O O O O B-ORG I-ORG I-ORG O O B-ORG O O O O O O O B-ORG O O O O O O O O O O O O B-PER O B-PER I-PER O O O O O O O O B-MISC O O O O O B-PER O O O O O O B-LOC O O O B-LOC O O O O O O O B-MISC O O O O B-MISC O O B-MISC O O O B-LOC O O O O O O O O B-MISC O O O B-PER O O O O O O B-LOC O B-ORG O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O B-LOC O O O O O O O B-ORG I-ORG O O O O O B-LOC O O O O O O B-PER O B-MISC O O O O O O B-LOC O O O O O O O O B-MISC O O B-LOC O O O O B-LOC O O O O O O O B-LOC O O O O O B-LOC O O O B-LOC O O O O B-LOC O O O O B-LOC O O O B-MISC O O O O O O B-MISC B-LOC O O O O O O O O O O O O O O O O O O B-ORG O B-MISC O O O O O O O O B-MISC O O O O B-ORG I-ORG O B-ORG O O O O O B-MISC O B-ORG O O O O B-MISC O O O O O O B-LOC O O O B-LOC I-LOC O O O O O O B-ORG O O O O O B-MISC I-MISC O O O O O O O O O O O O B-ORG B-LOC O O O O O B-LOC I-LOC O O B-ORG O B-ORG O O B-LOC O O O O B-LOC I-LOC O B-LOC B-LOC O O O O O O B-ORG O O O O O B-ORG O O O O O O B-LOC I-LOC I-LOC O O O O B-ORG I-ORG O O O O O O O O O O O O O O O B-LOC O O O B-LOC O O O O O O O +O O B-MISC O O B-ORG O O B-LOC B-ORG O O B-MISC O O O O O O O O B-ORG O O O O O O O O O O O B-ORG O B-ORG O O O O O O O O B-ORG O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O B-ORG I-ORG O O O O O O O O O O O O O B-ORG O O O O O O B-LOC O O O O O O O O O O O O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O B-LOC O O O O O O O +B-LOC O O O O O B-ORG O O B-LOC I-LOC O O O O O O O O O B-LOC O O O O O O O B-MISC O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O B-ORG I-ORG O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC I-LOC O O O O O O O O B-LOC O O O O O O O O O O O O O B-MISC O O O B-ORG I-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O O O O O O O O B-LOC O O O B-MISC O O O O O O O O O O O O O O O O O B-MISC O O O O O O O +B-LOC O O B-MISC O O O O B-LOC O O B-LOC I-LOC O B-MISC O O O O O O O O B-MISC O O O B-LOC O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O B-MISC O O O O O O B-PER I-PER O O O B-MISC O O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-MISC O O O O O O O O B-LOC O O O O B-MISC O O O B-ORG O O O O B-LOC O O O O O O O B-ORG O O B-ORG O O O B-ORG I-ORG I-ORG O O O O O O O B-LOC O O O B-ORG O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O B-MISC O B-PER I-PER O O B-PER O O B-ORG O O O B-LOC O O O O O O O O O B-MISC O O O O O O O O O B-MISC O O O B-LOC O O O O O B-LOC O O B-LOC O O B-PER O O O O O O O O B-LOC O O O O O O O O B-PER O O O O O O B-LOC O O O O O O O B-ORG I-ORG O O O O O O O O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O B-MISC O O O O B-LOC O O O B-PER I-PER O O O O O O B-MISC O O O B-LOC O O O O O O O B-MISC O O B-MISC I-MISC O O O O O O O O O O +B-LOC O B-ORG O B-LOC O B-ORG O O B-LOC I-LOC O B-MISC O O B-PER I-PER O O O O B-MISC O B-PER I-PER O O O O O B-LOC O O O O O O B-ORG O O B-LOC O O O O O O O O O O O B-LOC O O O B-LOC O B-PER I-PER O O O O O B-ORG I-ORG O O B-MISC B-MISC I-MISC O O O O O B-LOC O O O O O B-ORG O O O B-PER O O O O O O O B-MISC I-MISC O O O O O O O B-LOC O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O B-MISC O B-MISC O O O O B-ORG I-ORG O B-ORG I-ORG O O O O O O B-LOC O O O O O B-ORG I-ORG I-ORG O O B-ORG O O O O B-PER O B-PER I-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-PER O O O O O O O O O O B-LOC O O O O O O B-MISC O O O O O O O O O O O O O B-LOC O O O O O O O B-ORG O B-MISC O O O O O O O O O O +B-ORG O O O O O B-LOC O O B-LOC I-LOC O O B-ORG I-ORG I-ORG I-ORG O O O O O O O O O O O O O O B-LOC O O O O B-ORG O O B-ORG O O O O O O O O O O O O O O O O B-MISC I-MISC O O O B-MISC O O B-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O B-LOC O O +O O O O O B-LOC O O B-LOC B-ORG O O O O O O O O B-MISC O O O O O O O O O B-LOC O O O O O O O O O O O O B-MISC O O B-LOC O B-ORG O O O O O O B-ORG O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O B-LOC O O B-MISC O B-LOC O B-ORG O O O O +O O O O O O O B-LOC O O B-LOC B-ORG O B-MISC O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O B-ORG O O O O O O O O O B-ORG O O O O O O B-PER O O O O O O O O O B-PER I-PER O O O O B-ORG I-ORG O O O O O B-PER O O O O O B-LOC O O O O B-PER O B-PER O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O O B-LOC O O O O O O O +B-ORG I-ORG O O O B-ORG O O O B-LOC I-LOC O B-LOC O B-LOC O O B-ORG O B-PER I-PER O O O O O O O O O O O O B-PER I-PER O O O O B-ORG O O B-ORG O O O B-ORG O O O O B-ORG I-ORG I-ORG O O O O O O B-PER I-PER O B-PER I-PER O B-PER O O O B-PER I-PER O O B-MISC B-MISC I-MISC O O O O O O O B-MISC O O B-ORG O B-ORG O O O O O O O O B-LOC O O O O O O O O O O O O O O O O O O B-MISC B-LOC I-LOC O O B-LOC O O O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O B-MISC O O B-MISC O O B-ORG O O B-ORG O O O O O B-PER O O O O O O B-PER I-PER O O O O O O O O O O O O O O O O O O B-LOC O O O O O O B-ORG I-ORG O O O O O O O O O O O B-MISC I-MISC O O B-ORG O O B-PER O O O O O B-MISC O O O O O O O B-ORG O O B-ORG O O O O O O O O B-PER I-PER O B-LOC O B-ORG I-ORG O B-LOC O O B-PER O O O O B-ORG O O O O B-MISC I-MISC I-MISC O O B-ORG O O O O O O O O O O O O O O O O O O O O O O B-PER O O B-ORG I-ORG O O O O O O B-MISC O O O O O O O O B-ORG O O O O O O O O O B-LOC O O O O B-ORG I-ORG I-ORG I-ORG I-ORG O B-ORG O O O O O O O O O O B-ORG O O O O B-PER O O B-PER O O O O O O O O B-LOC O B-LOC O O O O O O O B-ORG O O O O O O O O O O O O O O O O O O O B-PER O O O O O O B-ORG O O O O B-PER O O O O O B-MISC O O O O O O O O O B-MISC O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-ORG O O O O O B-ORG O O O O O O B-ORG O O O O O O B-ORG O O O O O O O B-LOC O O O O O B-LOC O O O O O O O O O O O O O O O O O O O O B-PER I-PER O O O O O O O O O O O O O B-PER O O O O O O O O O O O O O O O O O O O O O O B-LOC O O O O O O O diff --git a/main.py b/main.py new file mode 100644 index 0000000..af9c9d5 --- /dev/null +++ b/main.py @@ -0,0 +1,166 @@ +import pandas as pd +import torch +import pandas as pd +from collections import Counter +from torchtext.vocab import vocab +from TorchCRF import CRF +from tqdm import tqdm +import sys +import os + +EPOCHS = 1 +BATCH = 5 +SEQ_LEN = 5 +PRETRAINED = True +MODEL = "model.torch" + +OUT_FILE_NAME = "out.tsv" +IN_FILE_NAME = "in.tsv" + +LABELS_COL = "labels" +DOCS_COL = "document" +VALUE_SEP = '\t' + +TRAIN_PATH = "train" +TRAIN_FNAME = "train.tsv" + + +class GRU(torch.nn.Module): + def __init__(self, vocab_len): + super(GRU, self).__init__() + self.emb = torch.nn.Embedding(vocab_len, 100) + self.rec = torch.nn.GRU(100, 256, 1, batch_first=True, dropout=0.2) + self.fc1 = torch.nn.Linear(256, 9) + + def forward(self, x): + emb = torch.relu(self.emb(x)) + gru_output, _ = self.rec(emb) + out_weights = self.fc1(gru_output) + return out_weights + + +def main(dirnames): + tdf = pd.read_csv(os.path.join(TRAIN_PATH, TRAIN_FNAME), sep=VALUE_SEP, + names=[LABELS_COL, DOCS_COL]) + + Y_train = [y.split(sep=" ") for y in tdf[LABELS_COL].values] + X_train = [x.split(sep=" ") for x in tdf[DOCS_COL].values] + + in_sets = [] + + for d in dirnames: + df = pd.read_csv(os.path.join(d, IN_FILE_NAME), + sep=VALUE_SEP, names=[DOCS_COL]) + in_sets.append([x.split(sep=" ") for x in df[DOCS_COL].values]) + + vocab_x = build_vocab(X_train) + vocab_y = build_vocab(Y_train) + train_tokens = data_process(X_train, vocab_x) + train_labels = data_process(Y_train, vocab_y) + + model = GRU(len(vocab_x.get_itos())) + + if not PRETRAINED: + crf = CRF(9) + p = list(model.parameters()) + list(crf.parameters()) + train(model, crf, train_tokens, train_labels, torch.optim.Adam(p)) + + if PRETRAINED: + model.load_state_dict(torch.load(MODEL)) + + for i in range(len(dirnames)): + d = dirnames[i] + print(f"Processing directory: {d}...") + t = data_process(in_sets[i], vocab_x) + p = predict(model, crf, t, vocab_y) + save_to_file(p, os.path.join(d, OUT_FILE_NAME)) + + +def build_vocab(dataset): + counter = Counter() + for document in dataset: + counter.update(document) + v = vocab(counter) + v.set_default_index(0) + return v + + +def data_process(data, vocab): + return [torch.tensor([vocab[t] for t in doc], dtype=torch.long) for doc in data] + + +def get_scores(y_true, y_pred): + y_true = [item for sublist in y_true for item in sublist] + y_pred = [item for sublist in y_pred for item in sublist] + + acc_score = 0 + for p, t in zip(y_pred, y_true): + if p == t: + acc_score += 1 + + return acc_score / len(y_pred) + + +def translate(dt, vocab): + translated = [] + for d in dt: + translated.append([vocab.get_itos()[token] for token in d]) + return translated + + +def save_to_file(out, out_path): + lines = [] + for line in out: + last_label = None + new_line = [] + for label in line: + if(label != "O" and label[0:2] == "I-"): + if last_label == None or last_label == "O": + label = label.replace('I-', 'B-') + else: + label = "I-" + last_label[2:] + last_label = label + new_line.append(label) + lines.append(" ".join(new_line)) + with open(out_path, 'w') as f: + for line in lines: + f.write(str(line) + "\n") + + +def train(model, crf, train_tokens, train_labels, optimizer): + for i in range(EPOCHS): + crf.train() + model.train() + for i in tqdm(range(len(train_labels))): + batch_tokens = train_tokens[i].unsqueeze(0) + tags = train_labels[i].unsqueeze(1) + + predicted_tags = model(batch_tokens).squeeze(0).unsqueeze(1) + + optimizer.zero_grad() + loss = -crf(predicted_tags, tags) + + loss.backward() + optimizer.step() + + torch.save(model.state_dict(), MODEL) + + +def predict(model, crf, test_tokens, vocab): + Y_pred = [] + model.eval() + crf.eval() + for i in tqdm(range(len(test_tokens))): + batch_tokens = test_tokens[i].unsqueeze(0) + + Y_batch_pred = model(batch_tokens).squeeze(0).unsqueeze(1) + Y_pred += [crf.decode(Y_batch_pred)[0]] + + Y_pred_translate = translate(Y_pred, vocab) + return Y_pred_translate + + +if __name__ == "__main__": + if len(sys.argv) < 2: + raise Exception("Name of working dir not specified!") + main(sys.argv[1:]) diff --git a/model.torch b/model.torch new file mode 100644 index 0000000000000000000000000000000000000000..0762fc89663dbc0105889c6aa725cd93acfea3c1 GIT binary patch literal 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