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pietrolesci
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breaking_nli

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sentence1 (string)category (string)gold_label (string)annotator_labels (sequence)pairID (int32)sentence2 (string)label (class label)
"Several women stand on a platform near the yellow line."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,107
"Several women stand on a platform near the red line."
2 (contradiction)
"Several women stand on a platform near the yellow line."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,109
"Several women stand on a platform near the green line."
2 (contradiction)
"Several women stand on a platform near the yellow line."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,108
"Several women stand on a platform near the black line."
2 (contradiction)
"Several women stand on a platform near the yellow line."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,106
"Several women stand on a platform far away from the yellow line."
2 (contradiction)
"Several women stand on a platform near the yellow line."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,105
"Several women stand on a platform far from the yellow line."
2 (contradiction)
"The man is holding a saxophone."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,740
"The man is holding a french horn."
2 (contradiction)
"The man is holding a saxophone."
"instruments"
"entailment"
[ "entailment", "entailment", "entailment" ]
7,743
"The man is holding an instrument."
0 (entailment)
"The man is holding a saxophone."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,741
"The man is holding an electric guitar."
2 (contradiction)
"The man is holding a saxophone."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,744
"The man is holding an acoustic guitar."
2 (contradiction)
"The man is holding a saxophone."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,742
"The man is holding a piano."
2 (contradiction)
"Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,634
"Yellow banners with a white lion print are hung across some trees in a sun-lit neighborhood."
2 (contradiction)
"Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,633
"Yellow banners with a yellow lion print are hung across some trees in a sun-lit neighborhood."
2 (contradiction)
"Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,631
"Yellow banners with a silver lion print are hung across some trees in a sun-lit neighborhood."
2 (contradiction)
"Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,632
"Yellow banners with a purple lion print are hung across some trees in a sun-lit neighborhood."
2 (contradiction)
"Yellow banners with a black lion print are hung across some trees in a sun-lit neighborhood."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,630
"Yellow banners with a black lion print are hung across some trees in a moon-lit neighborhood."
2 (contradiction)
"A woman cooking thanksgiving dinner in the kitchen."
"rooms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
6,565
"A woman cooking thanksgiving dinner in the courtroom."
2 (contradiction)
"A woman cooking thanksgiving dinner in the kitchen."
"rooms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
6,566
"A woman cooking thanksgiving dinner in the prison cell."
2 (contradiction)
"A woman cooking thanksgiving dinner in the kitchen."
"rooms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
6,568
"A woman cooking thanksgiving dinner in the classroom."
2 (contradiction)
"A woman cooking thanksgiving dinner in the kitchen."
"rooms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
6,567
"A woman cooking thanksgiving dinner in the dining room."
2 (contradiction)
"A woman cooking thanksgiving dinner in the kitchen."
"rooms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
6,569
"A woman cooking thanksgiving dinner in the bedroom."
2 (contradiction)
"A person in blue and red ice climbing with two picks."
"cardinals"
"contradiction"
[ "contradiction", "neutral", "contradiction" ]
6,013
"A person in blue and red ice climbing with 10 picks."
2 (contradiction)
"A person in blue and red ice climbing with two picks."
"cardinals"
"contradiction"
[ "contradiction", "neutral", "contradiction" ]
6,011
"A person in blue and red ice climbing with ten picks."
2 (contradiction)
"A person in blue and red ice climbing with two picks."
"cardinals"
"contradiction"
[ "contradiction", "neutral", "contradiction" ]
6,010
"A person in blue and red ice climbing with five picks."
2 (contradiction)
"A person in blue and red ice climbing with two picks."
"cardinals"
"contradiction"
[ "contradiction", "neutral", "contradiction" ]
6,014
"A person in blue and red ice climbing with 12 picks."
2 (contradiction)
"A person in blue and red ice climbing with two picks."
"cardinals"
"contradiction"
[ "contradiction", "neutral", "contradiction" ]
6,012
"A person in blue and red ice climbing with six picks."
2 (contradiction)
"A mural of children on a brick wall."
"materials"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,658
"A mural of children on a plastic wall."
2 (contradiction)
"A mural of children on a brick wall."
"materials"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,655
"A mural of children on a bronze wall."
2 (contradiction)
"A mural of children on a brick wall."
"materials"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,656
"A mural of children on a wood wall."
2 (contradiction)
"A mural of children on a brick wall."
"materials"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,657
"A mural of children on a glass wall."
2 (contradiction)
"A mural of children on a brick wall."
"materials"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
7,659
"A mural of children on a cement wall."
2 (contradiction)
"Person drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,598
"Person drinking champagne."
2 (contradiction)
"Person drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,597
"Person drinking cider."
2 (contradiction)
"Person drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,596
"Person drinking vodka."
2 (contradiction)
"Person drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,599
"Person drinking whisky."
2 (contradiction)
"Person drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,595
"Person drinking gin."
2 (contradiction)
"A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,903
"A senior woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
2 (contradiction)
"A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,902
"An elderly woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
2 (contradiction)
"A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,900
"A young woman gazes out the window at the moon while taking a break from sweeping a broken brown pot."
2 (contradiction)
"A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
"colors"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,901
"A young woman gazes out the window at the sun while taking a break from sweeping a broken black pot."
2 (contradiction)
"A young woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,904
"An old woman gazes out the window at the sun while taking a break from sweeping a broken brown pot."
2 (contradiction)
"2 refs sitting on a bench waiting for the soccer game to start."
"cardinals"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
602
"12 refs sitting on a bench waiting for the soccer game to start."
2 (contradiction)
"2 refs sitting on a bench waiting for the soccer game to start."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
600
"2 refs sitting on a bench waiting for the soccer game to end."
2 (contradiction)
"2 refs sitting on a bench waiting for the soccer game to start."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
601
"2 refs sitting on a bench waiting for the soccer game to finish."
2 (contradiction)
"2 refs sitting on a bench waiting for the soccer game to start."
"cardinals"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
604
"7 refs sitting on a bench waiting for the soccer game to start."
2 (contradiction)
"2 refs sitting on a bench waiting for the soccer game to start."
"cardinals"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
603
"8 refs sitting on a bench waiting for the soccer game to start."
2 (contradiction)
"An old women is looking at the sun."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,384
"An early women is looking at the sun."
2 (contradiction)
"An old women is looking at the sun."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,380
"An old women is looking at the moon."
2 (contradiction)
"An old women is looking at the sun."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,381
"A junior women is looking at the sun."
2 (contradiction)
"An old women is looking at the sun."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,382
"A teenage women is looking at the sun."
2 (contradiction)
"A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person."
"vegetables"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
4,833
"A man playing scrabble with carrots, celery, cucumbers, limes, apples and cauliflower with another person."
2 (contradiction)
"A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person."
"vegetables"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
4,834
"A man playing scrabble with carrots, celery, eggplants, limes, apples and cauliflower with another person."
2 (contradiction)
"A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person."
"vegetables"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
4,851
"A man playing scrabble with carrots, eggplant, onions, limes, apples and cauliflower with another person."
2 (contradiction)
"A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person."
"vegetables"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
4,779
"A man playing scrabble with carrots, avocado, onions, limes, apples and cauliflower with another person."
2 (contradiction)
"A man playing scrabble with carrots, celery, onions, limes, apples and cauliflower with another person."
"vegetables"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
4,852
"A man playing scrabble with carrots, celery, tomatoes, limes, apples and cauliflower with another person."
2 (contradiction)
"The old man is at a bar drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,266
"The old man is at a bar drinking vodka."
2 (contradiction)
"The old man is at a bar drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,265
"The old man is at a bar drinking cider."
2 (contradiction)
"The old man is at a bar drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,269
"The old man is at a bar drinking tequila."
2 (contradiction)
"The old man is at a bar drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,267
"The old man is at a bar drinking gin."
2 (contradiction)
"The old man is at a bar drinking beer."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,268
"The old man is at a bar drinking whisky."
2 (contradiction)
"Some people in a restaurant drinking wine."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,624
"Some people in a restaurant drinking vodka."
2 (contradiction)
"Some people in a restaurant drinking wine."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,621
"Some people in a restaurant drinking tequila."
2 (contradiction)
"Some people in a restaurant drinking wine."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,622
"Some people in a restaurant drinking whisky."
2 (contradiction)
"Some people in a restaurant drinking wine."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,620
"Some people in a restaurant drinking cider."
2 (contradiction)
"Some people in a restaurant drinking wine."
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,623
"Some people in a restaurant drinking gin."
2 (contradiction)
"The man is wearing a yellow shirt and playing a piano."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,261
"The man is wearing a yellow shirt and playing a french horn."
2 (contradiction)
"The man is wearing a yellow shirt and playing a piano."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,260
"The man is wearing a yellow shirt and playing an electric guitar."
2 (contradiction)
"The man is wearing a yellow shirt and playing a piano."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,263
"The man is wearing a yellow shirt and playing a flute."
2 (contradiction)
"The man is wearing a yellow shirt and playing a piano."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,262
"The man is wearing a yellow shirt and playing an acoustic guitar."
2 (contradiction)
"The man is wearing a yellow shirt and playing a piano."
"instruments"
"entailment"
[ "entailment", "entailment", "entailment" ]
8,264
"The man is wearing a yellow shirt and playing an instrument."
0 (entailment)
"There is a man wearing a hat and playing the harmonica."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,013
"There is a man wearing a hat and playing the tuba."
2 (contradiction)
"There is a man wearing a hat and playing the harmonica."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,014
"There is a man wearing a hat and playing the harp."
2 (contradiction)
"There is a man wearing a hat and playing the harmonica."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,010
"There is a man wearing a hat and playing the banjo."
2 (contradiction)
"There is a man wearing a hat and playing the harmonica."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,012
"There is a man wearing a hat and playing the oboe."
2 (contradiction)
"There is a man wearing a hat and playing the harmonica."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,011
"There is a man wearing a hat and playing the clarinet."
2 (contradiction)
"A group of young men and women joyously drinking beer"
"drinks"
"contradiction"
[ "entailment", "contradiction", "contradiction" ]
5,554
"A group of young men and women joyously drinking tequila"
2 (contradiction)
"A group of young men and women joyously drinking beer"
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,550
"A group of young men and women joyously drinking cider"
2 (contradiction)
"A group of young men and women joyously drinking beer"
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,553
"A group of young men and women joyously drinking gin"
2 (contradiction)
"A group of young men and women joyously drinking beer"
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,551
"A group of young men and women joyously drinking champagne"
2 (contradiction)
"A group of young men and women joyously drinking beer"
"drinks"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
5,552
"A group of young men and women joyously drinking whisky"
2 (contradiction)
"The bubbles carry small animals to the moon."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
1,257
"The bubbles carry little animals to the moon."
0 (entailment)
"The bubbles carry small animals to the moon."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,256
"The bubbles carry large animals to the moon."
2 (contradiction)
"The bubbles carry small animals to the moon."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,258
"The bubbles carry big animals to the moon."
2 (contradiction)
"The bubbles carry small animals to the moon."
"antonyms"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,255
"The bubbles carry small animals to the sun."
2 (contradiction)
"The old man is protecting his eyes from the sun."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
1,314
"The young man is protecting his eyes from the sun."
2 (contradiction)
"A small dog is sleeping on the couch."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
4,111
"A tiny dog is sleeping on the couch."
0 (entailment)
"A small dog is sleeping on the couch."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
4,110
"A small dog is sleeping on the sofa."
0 (entailment)
"A small dog is sleeping on the couch."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
4,114
"A great dog is sleeping on the couch."
2 (contradiction)
"A small dog is sleeping on the couch."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
4,112
"A little dog is sleeping on the couch."
0 (entailment)
"The little girl is spending time with her dad."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
3,815
"The little girl is spending time with her father."
0 (entailment)
"The little girl is spending time with her dad."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
3,817
"The small girl is spending time with her dad."
0 (entailment)
"The little girl is spending time with her dad."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
3,816
"The tiny girl is spending time with her dad."
0 (entailment)
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,224
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the harmonica."
2 (contradiction)
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,220
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the clarinet."
2 (contradiction)
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,223
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the oboe."
2 (contradiction)
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,222
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the cello."
2 (contradiction)
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the trumpet."
"instruments"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
8,221
"Two men wearing black clothes and hats, one is playing the saxophone and one is playing the tuba."
2 (contradiction)
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,793
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a sizable body of water."
2 (contradiction)
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water."
"antonyms_wordnet"
"contradiction"
[ "contradiction", "contradiction", "contradiction" ]
3,794
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a massive body of water."
2 (contradiction)
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
3,792
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a little body of water."
0 (entailment)
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a small body of water."
"synonyms"
"entailment"
[ "entailment", "entailment", "entailment" ]
3,791
"A person in a yellow hat, carrying a bag and a fishing pole, walks in a grassy area near a tiny body of water."
0 (entailment)
End of preview (truncated to 100 rows)
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Overview

Proposed by

@InProceedings{glockner_acl18,
  author    = {Glockner, Max and Shwartz, Vered and Goldberg, Yoav},
  title     = {Breaking NLI Systems with Sentences that Require Simple Lexical Inferences},
  booktitle = {The 56th Annual Meeting of the Association for Computational Linguistics (ACL)},
  month     = {July},
  year      = {2018},
  address   = {Melbourne, Australia}
}

Original dataset available here.

Dataset curation

Labels encoded with the following mapping {"entailment": 0, "neutral": 1, "contradiction": 2} and made available in the label column.

Code to create the dataset 

import pandas as pd
from datasets import Features, Value, ClassLabel, Dataset, Sequence


# load data
with open("<path to folder>/dataset.jsonl", "r") as fl:
    data = fl.read().split("\n")
df = pd.DataFrame([eval(i) for i in data if len(i) > 0])

# encode labels
df["label"] = df["gold_label"].map({"entailment": 0, "neutral": 1, "contradiction": 2})

# cast to dataset
features = Features({
    "sentence1": Value(dtype="string", id=None),
    "category": Value(dtype="string", id=None),
    "gold_label": Value(dtype="string", id=None),
    "annotator_labels": Sequence(feature=Value(dtype="string", id=None), length=3),
    "pairID": Value(dtype="int32", id=None),
    "sentence2": Value(dtype="string", id=None),
    "label": ClassLabel(num_classes=3, names=["entailment", "neutral", "contradiction"]),
})
ds = Dataset.from_pandas(df, features=features)
ds.push_to_hub("breaking_nli", token="<token>", split="all")
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