Triple
T18204120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugging Face |
E435862
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Thomas Wolf
Thomas Wolf is a co-founder and chief science officer of Hugging Face, known for his contributions to open-source natural language processing and transformer-based AI models.
|
E1312396
|
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: Thomas Wolf | Statement: [Hugging Face, foundedBy, Thomas Wolf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Wolf Context triple: [Hugging Face, foundedBy, Thomas Wolf]
-
A.
Richard Anthony Wolf
Richard Anthony Wolf is an American television producer and writer best known as the creator of the long-running "Law & Order" franchise.
-
B.
Richard Wolf
Richard Wolf was a German-born Cuban diplomat, inventor, and philanthropist best known for founding the Wolf Foundation, which awards the prestigious Wolf Prizes in fields such as science and the arts.
-
C.
Joseph Wolf
Joseph Wolf was a renowned 19th-century German-born wildlife artist celebrated for his highly detailed and lifelike illustrations of birds and other animals in major natural history works.
-
D.
David Wolfert
David Wolfert is an American songwriter, guitarist, and producer known for his work on numerous pop and R&B recordings, including co-writing the ballad "I Believe in You and Me."
-
E.
Fred Wolfe
Fred Wolfe was the brother of American novelist Thomas Wolfe and a member of the Wolfe family from Asheville, North Carolina.
- 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: Thomas Wolf Triple: [Hugging Face, foundedBy, Thomas Wolf]
Generated description
Thomas Wolf is a co-founder and chief science officer of Hugging Face, known for his contributions to open-source natural language processing and transformer-based AI models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Wolf Target entity description: Thomas Wolf is a co-founder and chief science officer of Hugging Face, known for his contributions to open-source natural language processing and transformer-based AI models.
-
A.
Richard Anthony Wolf
Richard Anthony Wolf is an American television producer and writer best known as the creator of the long-running "Law & Order" franchise.
-
B.
Richard Wolf
Richard Wolf was a German-born Cuban diplomat, inventor, and philanthropist best known for founding the Wolf Foundation, which awards the prestigious Wolf Prizes in fields such as science and the arts.
-
C.
Joseph Wolf
Joseph Wolf was a renowned 19th-century German-born wildlife artist celebrated for his highly detailed and lifelike illustrations of birds and other animals in major natural history works.
-
D.
David Wolfert
David Wolfert is an American songwriter, guitarist, and producer known for his work on numerous pop and R&B recordings, including co-writing the ballad "I Believe in You and Me."
-
E.
Fred Wolfe
Fred Wolfe was the brother of American novelist Thomas Wolfe and a member of the Wolfe family from Asheville, North Carolina.
- 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.