Triple
T18204119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugging Face |
E435862
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Julien Chaumond
Julien Chaumond is a co-founder of Hugging Face, a leading company in open-source artificial intelligence and natural language processing tools.
|
E1402912
|
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: Julien Chaumond | Statement: [Hugging Face, foundedBy, Julien Chaumond]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julien Chaumond Context triple: [Hugging Face, foundedBy, Julien Chaumond]
-
A.
Julien Lacheray
Julien Lacheray is a film editor best known for his work on Michel Gondry’s visually inventive film "The Science of Sleep."
-
B.
Olivier Guichard
Olivier Guichard was a prominent French Gaullist politician who served in several ministerial roles during the Fifth Republic, notably under Presidents Charles de Gaulle and Georges Pompidou.
-
C.
Laurent Mauvignier
Laurent Mauvignier is a contemporary French novelist known for his psychologically intense, formally innovative works that often explore trauma, memory, and social marginalization.
-
D.
Julien Bertheau
Julien Bertheau was a French actor known for his work in both classical theatre, particularly with the Comédie-Française, and in notable films by directors such as Luis Buñuel.
-
E.
Julien Smati
Julien Smati is a French local politician serving as the mayor of the commune of Rillieux-la-Pape in the Auvergne-Rhône-Alpes region.
- 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: Julien Chaumond Triple: [Hugging Face, foundedBy, Julien Chaumond]
Generated description
Julien Chaumond is a co-founder of Hugging Face, a leading company in open-source artificial intelligence and natural language processing tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julien Chaumond Target entity description: Julien Chaumond is a co-founder of Hugging Face, a leading company in open-source artificial intelligence and natural language processing tools.
-
A.
Julien Lacheray
Julien Lacheray is a film editor best known for his work on Michel Gondry’s visually inventive film "The Science of Sleep."
-
B.
Olivier Guichard
Olivier Guichard was a prominent French Gaullist politician who served in several ministerial roles during the Fifth Republic, notably under Presidents Charles de Gaulle and Georges Pompidou.
-
C.
Laurent Mauvignier
Laurent Mauvignier is a contemporary French novelist known for his psychologically intense, formally innovative works that often explore trauma, memory, and social marginalization.
-
D.
Julien Bertheau
Julien Bertheau was a French actor known for his work in both classical theatre, particularly with the Comédie-Française, and in notable films by directors such as Luis Buñuel.
-
E.
Julien Smati
Julien Smati is a French local politician serving as the mayor of the commune of Rillieux-la-Pape in the Auvergne-Rhône-Alpes region.
- 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_6a07f6c97f9c8190ae7555aef83cbbd3 |
completed | May 16, 2026, 4:47 a.m. |
| NEDg | Description generation | batch_6a07f85977548190b5e66b1914919a94 |
completed | May 16, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07f8d26364819086b9e4cfff88ca46 |
completed | May 16, 2026, 4:55 a.m. |
Created at: April 10, 2026, 10:32 a.m.