Triple
T18204129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugging Face |
E435862
|
entity |
| Predicate | notableProduct |
P1448
|
FINISHED |
| Object |
Tokenizers library
The Tokenizers library is a fast, open-source text tokenization toolkit by Hugging Face, designed to efficiently preprocess text for modern natural language processing models.
|
E1312398
|
NE FINISHED |
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: Tokenizers library | Statement: [Hugging Face, notableProduct, Tokenizers library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tokenizers library Context triple: [Hugging Face, notableProduct, Tokenizers library]
-
A.
Unicode text processing algorithms
Unicode text processing algorithms are standardized procedures that define how Unicode text is compared, sorted, segmented, normalized, and otherwise manipulated consistently across different systems and languages.
-
B.
Stanford CoreNLP
Stanford CoreNLP is a widely used, open-source natural language processing toolkit that provides a broad range of linguistic analysis tools such as tokenization, parsing, and named entity recognition.
-
C.
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.
-
D.
Onigocia
Onigocia is a genus of marine flathead fishes within the family Platycephalidae, found primarily in Indo-Pacific coastal waters.
-
E.
Lang Library
Lang Library is a public library located adjacent to Jubilee Garden, serving as a local center for reading, study, and community activities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tokenizers library Triple: [Hugging Face, notableProduct, Tokenizers library]
Generated description
The Tokenizers library is a fast, open-source text tokenization toolkit by Hugging Face, designed to efficiently preprocess text for modern natural language processing models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tokenizers library Target entity description: The Tokenizers library is a fast, open-source text tokenization toolkit by Hugging Face, designed to efficiently preprocess text for modern natural language processing models.
-
A.
Unicode text processing algorithms
Unicode text processing algorithms are standardized procedures that define how Unicode text is compared, sorted, segmented, normalized, and otherwise manipulated consistently across different systems and languages.
-
B.
Stanford CoreNLP
Stanford CoreNLP is a widely used, open-source natural language processing toolkit that provides a broad range of linguistic analysis tools such as tokenization, parsing, and named entity recognition.
-
C.
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.
-
D.
Onigocia
Onigocia is a genus of marine flathead fishes within the family Platycephalidae, found primarily in Indo-Pacific coastal waters.
-
E.
Lang Library
Lang Library is a public library located adjacent to Jubilee Garden, serving as a local center for reading, study, and community activities.
- F. None of above. chosen
Provenance (5 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e221bbbc819088a7559a46b7d4e7 |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.