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ptb-007f274776cdefa7478277763f6af001a53cc157776db47c19cf0d63319d7500
[ "Glamorous", "and", "pure-voiced", "as", "ever", ",", "Ms.", "Collins", "sang", "Joni", "Mitchell", "'s", "\"", "For", "Free", "\"", "--", "about", "an", "encounter", "with", "a", "street-corner", "clarinetist", ",", "to", "which", "Mr.", "Stoltzman", "contr...
[ { "start": 0, "end": 25, "label": "S" }, { "start": 1, "end": 3, "label": "NP" }, { "start": 4, "end": 5, "label": "ADVP" }, { "start": 5, "end": 24, "label": "VP" }, { "start": 6, "end": 9, "label": "NP" }, { "start": 6, "end":...
ptb-4a56ba3bc6a5d1fe6bcf4ff355346537b6d3d7c812a0047def7879823b02cf5d
[ "\"", "Deep", "Peace", "\"", "also", "featured", "a", "slide", "show", "of", "lovely", "but", "predictable", "images", "of", "clouds", ",", "beaches", ",", "deserts", ",", "sunsets", ",", "etc", "." ]
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 8, "label": "S" }, { "start": 0, "end": 43, "label": "S" }, { "start": 1, "end": 8, "label": "VP" }, { "start": 2, "end": 8, "label": "ADJP" }, { "start": 5, "end": 8...
ptb-bfc8e9701879b644d057960ca7433ac112c15b8866732fe08eba1250e923d0c4
[ "It", "was", "all", "too", "mellow", "to", "be", "believed", ",", "but", "they", "probably", "would", "have", "gotten", "away", "with", "it", ",", "had", "they", "not", "felt", "compelled", "to", "add", "Ms.", "Collins", "'s", "signature", "tune", ",", ...
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 12, "label": "S" }, { "start": 1, "end": 11, "label": "VP" }, { "start": 2, "end": 11, "label": "PP" }, { "start": 3, "end": 6, "label": "NP" }, { "start": 3, "end": ...
ptb-c6546ed9946ad827d141e53b84012cea8660203a39c25457ee957912a8d95df2
[ "That", "went", "over", "the", "permissible", "line", "for", "warm", "and", "fuzzy", "feelings", "." ]
[ { "start": 0, "end": 15, "label": "SQ" }, { "start": 1, "end": 2, "label": "NP" }, { "start": 2, "end": 3, "label": "WHADVP" }, { "start": 2, "end": 14, "label": "SBAR" }, { "start": 3, "end": 4, "label": "NP" }, { "start": 3, "...
ptb-2cc0ca9c1a635743546bd5a8245e89b5bddf8e1943a695d5a581b9f47d56c230
[ "Was", "this", "why", "some", "of", "the", "audience", "departed", "before", "or", "during", "the", "second", "half", "?" ]
[ { "start": 0, "end": 9, "label": "SQ" }, { "start": 2, "end": 3, "label": "NP" }, { "start": 3, "end": 8, "label": "SBAR" }, { "start": 4, "end": 6, "label": "NP" }, { "start": 4, "end": 8, "label": "S" }, { "start": 6, "end": 8...
ptb-6c6db169b4e6c356a19a1834c37d2a8ee21bbe250c1991efc379d30a1f39255f
[ "Or", "was", "it", "because", "Ms.", "Collins", "had", "gone", "?" ]
[ { "start": 0, "end": 2, "label": "NP" }, { "start": 0, "end": 53, "label": "S" }, { "start": 2, "end": 3, "label": "NP" }, { "start": 3, "end": 52, "label": "VP" }, { "start": 4, "end": 6, "label": "NP" }, { "start": 7, "end": 5...
ptb-34f463ad8001d38bbbc7326d0b3df262ce91d8762e40c29b5d4d5254d22c4a5c
[ "Either", "way", "it", "was", "a", "pity", ",", "because", "Mr.", "Stolzman", "offered", "the", "most", "substantial", "music", "of", "the", "evening", "just", "after", "intermission", ":", "Steve", "Reich", "'s", "\"", "New", "York", "Counterpoint", ",", ...
[ { "start": 0, "end": 18, "label": "S" }, { "start": 1, "end": 4, "label": "NP" }, { "start": 1, "end": 9, "label": "NP" }, { "start": 1, "end": 12, "label": "NP" }, { "start": 6, "end": 8, "label": "NX" }, { "start": 9, "end": 1...
ptb-d859bc1df0bcc42e70362bcd42d9322e41089252ef1396bf45f7cbe6c0784b41
[ "(", "Mr.", "Reich", "'s", "new", "\"", "Different", "Trains", "\"", "for", "string", "quartet", "uses", "the", "technique", "magisterially", ".", ")" ]
[ { "start": 0, "end": 2, "label": "NP" }, { "start": 0, "end": 15, "label": "S" }, { "start": 0, "end": 32, "label": "S" }, { "start": 2, "end": 15, "label": "VP" }, { "start": 3, "end": 15, "label": "VP" }, { "start": 4, "end": ...
ptb-102d68db768196b6b765a8ac42e53a28467b692361c4c8d37573890040d51680
[ "Mr.", "Stoltzman", "must", "have", "worried", "that", "his", "audience", "might", "not", "be", "able", "to", "take", "it", ":", "He", "warned", "us", "in", "advance", "that", "\"", "New", "York", "Counterpoint", "\"", "lasts", "11", "1/2", "minutes", "....
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 49, "label": "S" }, { "start": 1, "end": 2, "label": "ADVP" }, { "start": 2, "end": 3, "label": "ADVP" }, { "start": 3, "end": 48, "label": "VP" }, { "start": 4, "end...
ptb-f00e388053b4f5fdad6fc96d12d0f6260afacb7caee7f01b978a6ea318027691
[ "He", "also", "unfortunately", "illustrated", "this", "intricate", ",", "jazzy", "tapestry", "with", "Mr.", "Pearson", "'s", "images", ",", "this", "time", "of", "geometric", "or", "repeating", "objects", ",", "in", "a", "kitschy", "mirroring", "of", "the", ...
[ { "start": 0, "end": 2, "label": "NP" }, { "start": 0, "end": 5, "label": "NP" }, { "start": 0, "end": 33, "label": "S" }, { "start": 2, "end": 5, "label": "PP" }, { "start": 3, "end": 5, "label": "NP" }, { "start": 5, "end": 32...
ptb-b5b70094cdb9623bd1f0db2d2f540bf961fc5300ae251b72cd6e4c56317d3272
[ "The", "rest", "of", "the", "concert", "was", "more", "straight", "jazz", "and", "mellow", "sounds", "written", "by", "Charlie", "Parker", ",", "Ornette", "Coleman", ",", "Bill", "Douglas", "and", "Eddie", "Gomez", ",", "with", "pictures", "for", "the", "D...
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 15, "label": "S" }, { "start": 0, "end": 33, "label": "S" }, { "start": 1, "end": 15, "label": "VP" }, { "start": 2, "end": 3, "label": "ADJP" }, { "start": 3, "end":...
ptb-9b009fd01f8f3371fd91e38f3060bbc89bbfe53b873e1620b6c3b1d07005c499
[ "It", "was", "enjoyable", "to", "hear", "accomplished", "jazz", "without", "having", "to", "sit", "in", "a", "smoke-filled", "club", ",", "but", "like", "the", "first", "half", ",", "much", "of", "it", "was", "easy", "to", "take", "and", "ultimately", "f...
[ { "start": 0, "end": 8, "label": "SQ" }, { "start": 1, "end": 2, "label": "NP" }, { "start": 2, "end": 4, "label": "NP" }, { "start": 2, "end": 7, "label": "NP" }, { "start": 4, "end": 7, "label": "PP" }, { "start": 5, "end": 7,...
ptb-f87ea014314dc3755d21698a5eda8d3c38dfc13bbc1c4bc4abf86d05e103d95e
[ "Is", "this", "the", "future", "of", "chamber", "music", "?" ]
[ { "start": 0, "end": 3, "label": "NP" }, { "start": 0, "end": 12, "label": "S" }, { "start": 0, "end": 39, "label": "S" }, { "start": 3, "end": 12, "label": "VP" }, { "start": 4, "end": 12, "label": "SBAR" }, { "start": 5, "end"...
ptb-4af1cc7cdbd9009d4c75dca90064e3af611680d2eb4afe97f32b89045c944980
[ "Managers", "and", "presenters", "insist", "that", "chamber", "music", "concerts", "are", "a", "hard", "sell", ",", "but", "can", "audiences", "really", "enjoy", "them", "only", "if", "the", "music", "is", "purged", "of", "threatening", "elements", ",", "ser...
[ { "start": 0, "end": 1, "label": "WHNP" }, { "start": 0, "end": 4, "label": "SBARQ" }, { "start": 1, "end": 3, "label": "SQ" }, { "start": 2, "end": 3, "label": "ADJP" } ]
ptb-13c87b820c2e11b81b3b2c4486be97986fe74ed261a43924d2c51136ad286720
[ "What", "'s", "next", "?" ]
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 5, "label": "NP" }, { "start": 0, "end": 6, "label": "FRAG" }, { "start": 1, "end": 5, "label": "SBAR" }, { "start": 2, "end": 5, "label": "VP" }, { "start": 3, "end"...
ptb-483fd893171393a80b62ef6b0c6baba05ccc9461ce4843bc66185bf970d2a0cb
[ "Slides", "to", "illustrate", "Shostakovich", "quartets", "?" ]
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 36, "label": "S" }, { "start": 1, "end": 35, "label": "VP" }, { "start": 3, "end": 6, "label": "NP" }, { "start": 7, "end": 8, "label": "ADVP" }, { "start": 9, "end":...
ptb-cecb4d61cae87fa90bd0fa0a3698e4c84fec379eb5a80c3c19820e87407bc8ac
[ "It", "was", "not", "an", "unpleasant", "evening", ",", "certainly", ",", "thanks", "to", "the", "high", "level", "of", "performance", ",", "the", "compositional", "talents", "of", "Mr.", "Douglas", ",", "and", "the", "obvious", "sincerity", "with", "which",...
[ { "start": 0, "end": 20, "label": "S" }, { "start": 1, "end": 2, "label": "NP" }, { "start": 2, "end": 19, "label": "VP" }, { "start": 3, "end": 7, "label": "ADJP" }, { "start": 3, "end": 19, "label": "UCP" }, { "start": 8, "end...
ptb-6ac1762d574bae65b2f22b20969081b380bf7c854a539539915f5b71a0f00fed
[ "But", "it", "was", "neither", "deep", "nor", "lasting", ":", "light", "entertainment", "that", "was", "no", "substitute", "for", "an", "evening", "of", "Brahms", "." ]
[ { "start": 0, "end": 2, "label": "NP" }, { "start": 0, "end": 11, "label": "S" }, { "start": 2, "end": 10, "label": "VP" }, { "start": 3, "end": 6, "label": "NP" }, { "start": 3, "end": 10, "label": "NP" }, { "start": 6, "end": ...
ptb-45f55f0166ebc4cf5edc8f40c251e336d72cb42b061f1712cee25260df32133a
[ "Ms.", "Waleson", "is", "a", "free-lance", "writer", "based", "in", "New", "York", "." ]
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 8, "label": "NP" }, { "start": 0, "end": 29, "label": "S" }, { "start": 1, "end": 8, "label": "PP" }, { "start": 2, "end": 5, "label": "NP" }, { "start": 2, "end": 6,...
ptb-54743111ce74f15c27e0fc08dc669940dabf6ed1e1578c53c18e45b0da05ff54
[ "One", "of", "Ronald", "Reagan", "'s", "attributes", "as", "President", "was", "that", "he", "rarely", "gave", "his", "blessing", "to", "the", "claptrap", "that", "passes", "for", "\"", "consensus", "\"", "in", "various", "international", "institutions", "." ]
[ { "start": 0, "end": 2, "label": "PP" }, { "start": 0, "end": 19, "label": "S" }, { "start": 1, "end": 2, "label": "NP" }, { "start": 3, "end": 4, "label": "NP" }, { "start": 4, "end": 18, "label": "VP" }, { "start": 5, "end": 7...
ptb-e6af783a64f690c2d6b50081708417241edff69227fe2d58e16848ada5ce9250
[ "In", "fact", ",", "he", "liberated", "the", "U.S.", "from", "one", "of", "the", "world", "'s", "most", "corrupt", "organizations", "--", "UNESCO", "." ]
[ { "start": 0, "end": 1, "label": "NP" }, { "start": 0, "end": 20, "label": "S" }, { "start": 1, "end": 19, "label": "VP" }, { "start": 2, "end": 5, "label": "NP" }, { "start": 2, "end": 19, "label": "NP" }, { "start": 5, "end": ...
ptb-3f07e4d3dfcc77aca626e548fb5538eefea750adc1e91c6ffd6618c845b71fe6
[ "This", "is", "the", "U.N.", "group", "that", "managed", "to", "traduce", "its", "own", "charter", "of", "promoting", "education", ",", "science", "and", "culture", "." ]
[ { "start": 0, "end": 2, "label": "ADVP" }, { "start": 0, "end": 19, "label": "S" }, { "start": 3, "end": 6, "label": "NP" }, { "start": 6, "end": 18, "label": "VP" }, { "start": 7, "end": 18, "label": "VP" }, { "start": 8, "end"...
ptb-31d7eb1a327253d7b0c229f82bde0f679b0caead3c4ca730d0aa1c74d7c701bd
[ "Ever", "since", ",", "the", "remaining", "members", "have", "been", "desperate", "for", "the", "United", "States", "to", "rejoin", "this", "dreadful", "group", "." ]
[ { "start": 0, "end": 1, "label": "ADVP" }, { "start": 0, "end": 17, "label": "S" }, { "start": 1, "end": 3, "label": "NP" }, { "start": 3, "end": 16, "label": "VP" }, { "start": 4, "end": 16, "label": "VP" }, { "start": 5, "end"...
ptb-27a485588191de7b569e1e1d29cef29322cf44be1119e346a13f043667da025e
[ "Now", "UNESCO", "apologists", "are", "lobbying", "President", "Bush", "to", "renege", "on", "President", "Reagan", "'s", "decision", "to", "depart", "." ]
[ { "start": 0, "end": 18, "label": "S" }, { "start": 1, "end": 2, "label": "NP" }, { "start": 2, "end": 17, "label": "VP" }, { "start": 3, "end": 17, "label": "VP" }, { "start": 4, "end": 17, "label": "PP" }, { "start": 5, "end":...
ptb-c0f18562002295940ce0998117f9a71a73fab262ff199c1f13a60a7ecc35a2d4
[ "But", "we", "can", "think", "of", "many", "reasons", "to", "stay", "out", "for", "the", "foreseeable", "future", "and", "well", "beyond", "." ]
[ { "start": 0, "end": 2, "label": "NP" }, { "start": 0, "end": 27, "label": "S" }, { "start": 3, "end": 8, "label": "PP" }, { "start": 4, "end": 8, "label": "PP" }, { "start": 5, "end": 8, "label": "NP" }, { "start": 9, "end": 26...
ptb-63ecde526516d0ca67cb9daf7c70153641d713b87a9671715fcc65145bb0574b
[ "The", "U.S.", ",", "along", "with", "Britain", "and", "Singapore", ",", "left", "the", "agency", "when", "its", "anti-Western", "ideology", ",", "financial", "corruption", "and", "top", "leadership", "got", "out", "of", "hand", "." ]
[ { "start": 0, "end": 3, "label": "NP" }, { "start": 0, "end": 8, "label": "NP" }, { "start": 0, "end": 47, "label": "S" }, { "start": 3, "end": 8, "label": "PP" }, { "start": 4, "end": 8, "label": "NP" }, { "start": 8, "end": 46...
ptb-4a7cbaccf5b430b4ea53dd1bc8602ed086be5ba06308e4045c839e7c1a1df20a
[ "The", "personal", "antics", "of", "agency", "Director", "Amadou-Mahtar", "M'Bow", "drew", "much", "attention", ",", "such", "as", "when", "several", "of", "his", "top", "aides", "were", "uncovered", "as", "KGB", "plants", "and", "ejected", "from", "France", ...
[ { "start": 0, "end": 2, "label": "NP" }, { "start": 0, "end": 6, "label": "S" }, { "start": 0, "end": 29, "label": "S" }, { "start": 2, "end": 6, "label": "VP" }, { "start": 3, "end": 6, "label": "NP" }, { "start": 8, "end": 11,...
ptb-2cfa651bcfc84360478f9352bfd71683eafeb4965a84ac28a5eac9c780d2da4e
[ "Mr.", "M'Bow", "was", "an", "extreme", "case", ",", "but", "even", "his", "replacement", ",", "the", "more", "personally", "genial", "Spanish", "biochemist", "Federico", "Mayor", ",", "has", "had", "little", "success", "at", "achieving", "reforms", "." ]
[ { "start": 0, "end": 3, "label": "NP" }, { "start": 0, "end": 28, "label": "S" }, { "start": 3, "end": 27, "label": "VP" }, { "start": 5, "end": 27, "label": "PP" }, { "start": 6, "end": 12, "label": "NP" }, { "start": 6, "end":...
ptb-0aa613a1474e97560b78b9d986977ceb5e6d1c0ddbc076cf6bfe86bddc535bb4
[ "Several", "ridiculous", "projects", "continue", ",", "including", "the", "\"", "New", "International", "Economic", "Order", ",", "\"", "which", "means", "redistributionism", "from", "the", "West", "to", "pay", "for", "everyone", "else", "'s", "statism", "." ]
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A3 constituent-label data

English sentences with labeled constituent spans for CS 489 Assignment 3 at the University of Waterloo (Fall 2026). Each example provides word tokens and gold span boundaries; the assignment predicts the constituent label of each span using frozen BERT representations.

Dataset: compling/cs489-f26-a3. Collection: cs489-f26.

Split Sentences Labeled spans
train 39,832 701,738
dev 1,700 29,034

The label vocabulary contains 26 constituent labels. The TA holds a separate test split for final evaluation.

Load with Hugging Face Datasets

from datasets import load_dataset

corpus = load_dataset("compling/cs489-f26-a3")
train = corpus["train"]
dev = corpus["dev"]
sentence = train[0]
tokens = sentence["tokens"]
spans = sentence["constituents"]

Download the assignment files

The starter reads the original JSONL files and label list from data/. Run this from the starter project root:

from huggingface_hub import snapshot_download

snapshot_download(
    repo_id="compling/cs489-f26-a3",
    repo_type="dataset",
    allow_patterns=["train.jsonl", "dev.jsonl", "labels.json", "manifest.json"],
    local_dir="data",
)

Sentence format

Each UTF-8 JSONL line is one sentence with three fields:

  • id: a unique string identifier for the record.
  • tokens: the ordered list of word tokens, preserving capitalization and punctuation.
  • constituents: a list of objects with integer start and end fields and a string label.

A hand-written example:

{"id":"toy-0001","tokens":["The","cat","sleeps","."],"constituents":[{"start":0,"end":2,"label":"NP"},{"start":0,"end":4,"label":"S"},{"start":2,"end":3,"label":"VP"}]}

Boundaries use zero-based word-token indices with an exclusive end: tokens[start:end]. They satisfy 0 <= start < end <= len(tokens). Each span has one label, and the spans are sorted by (start, end) with unique boundary pairs within each sentence.

labels.json is a JSON list of 26 label strings. A label's zero-based index in this list is its class ID. Use the supplied order for every split, probe, and saved artifact. Use the complete train/dev files as supplied and count every listed span during training and evaluation.

Files

File Contents
train.jsonl, dev.jsonl Sentence records in the format above, one record per line
labels.json Ordered label vocabulary
manifest.json Dataset metadata, counts, and SHA-256 checksums for the assignment files
train.parquet, dev.parquet Equivalent typed tables used by load_dataset, preserving every field and row
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