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.