Triple

T18724387
Position Surface form Disambiguated ID Type / Status
Subject BERT E457858 entity
Predicate usesTokenization P133325 FINISHED
Object WordPiece NE NERFINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: WordPiece | Statement: [BERT, usesTokenization, WordPiece]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WordPiece
Context triple: [BERT, usesTokenization, WordPiece]
  • A. SentencePiece
    SentencePiece is an unsupervised text tokenizer and detokenizer library, widely used in modern NLP models to perform subword segmentation independent of language- or whitespace-specific rules.
  • B. Grammene
    Grammene is a village in the Belgian province of East Flanders that forms part of the city of Deinze.
  • C. A Part of Speech
    "A Part of Speech" is a poetry collection by Russian-American Nobel laureate Joseph Brodsky that showcases his meditative, philosophically rich verse written during his early years in exile.
  • D. Parspace
    Parspace is a track from Stereolab’s influential 1997 album "Dots and Loops," known for its blend of experimental pop, lounge, and electronic influences.
  • E. VOCSegmentation
    VOCSegmentation is a semantic segmentation dataset class in Torchvision that provides access to the PASCAL VOC image dataset with pixel-level object annotations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WordPiece
Target entity description: WordPiece is a subword tokenization algorithm that breaks text into smaller units to efficiently handle rare and unknown words in language models.
  • A. SentencePiece
    SentencePiece is an unsupervised text tokenizer and detokenizer library, widely used in modern NLP models to perform subword segmentation independent of language- or whitespace-specific rules.
  • B. Grammene
    Grammene is a village in the Belgian province of East Flanders that forms part of the city of Deinze.
  • C. A Part of Speech
    "A Part of Speech" is a poetry collection by Russian-American Nobel laureate Joseph Brodsky that showcases his meditative, philosophically rich verse written during his early years in exile.
  • D. Parspace
    Parspace is a track from Stereolab’s influential 1997 album "Dots and Loops," known for its blend of experimental pop, lounge, and electronic influences.
  • E. VOCSegmentation
    VOCSegmentation is a semantic segmentation dataset class in Torchvision that provides access to the PASCAL VOC image dataset with pixel-level object annotations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesTokenization
Context triple: [BERT, usesTokenization, WordPiece]
  • A. usedVisaType
    Indicates that a particular type of visa was utilized in the context of an action, transaction, or event involving the related entities.
  • B. usesBanking
    Indicates that one entity makes use of the banking services, facilities, or systems provided by another entity.
  • C. authorizationInstrument
    Indicates that one entity serves as the formal legal or official instrument that grants authority or permission for another entity or action.
  • D. inscriptionUsedWith
    Indicates that a particular inscription is employed together with, or in association with, another object, tool, or context in which it is applied or interpreted.
  • E. hasBankCharacteristic
    Indicates that a bank possesses a particular attribute, feature, or quality.
  • F. None of above. chosen

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56abcfc048190a01dee959e768768 completed April 19, 2026, 11:52 p.m.
PD Predicate disambiguation batch_69e48d03766c8190a43f7681842f4f8d completed April 19, 2026, 8:06 a.m.
PDg Predicate description generation batch_69e49a9bcc0c81908df3e513fd6762ff completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 11:50 a.m.