Triple
T3730170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arsène Wenger |
E79041
|
entity |
| Predicate | introducedPlayerToArsenal |
P51301
|
FINISHED |
| Object |
Robert Pirès
Robert Pirès is a retired French attacking midfielder best known for his key role in Arsenal’s early-2000s success, including the unbeaten "Invincibles" Premier League season.
|
E384809
|
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: Robert Pirès | Statement: [Arsène Wenger, introducedPlayerToArsenal, Robert Pirès]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Pirès Context triple: [Arsène Wenger, introducedPlayerToArsenal, Robert Pirès]
-
A.
Christophe Dugarry
Christophe Dugarry is a retired French footballer and 1998 World Cup winner known for his forward play with clubs such as AC Milan, Barcelona, and the French national team.
-
B.
Nicolas Anelka
Nicolas Anelka is a retired French footballer and former international striker known for his spells at clubs such as Arsenal, Real Madrid, Paris Saint-Germain, and Chelsea.
-
C.
Patrice Evra
Patrice Evra is a retired French professional footballer best known as a dynamic left-back for Manchester United and the French national team.
-
D.
Marc-Vivien Foé
Marc-Vivien Foé was a prominent Cameroonian defensive midfielder who played in top European leagues and tragically died after collapsing during an international match in 2003.
-
E.
Emir Cantona
Emir Cantona is the son of French actress Rachida Brakni and legendary French footballer Eric Cantona.
- 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: Robert Pirès Triple: [Arsène Wenger, introducedPlayerToArsenal, Robert Pirès]
Generated description
Robert Pirès is a retired French attacking midfielder best known for his key role in Arsenal’s early-2000s success, including the unbeaten "Invincibles" Premier League season.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Pirès Target entity description: Robert Pirès is a retired French attacking midfielder best known for his key role in Arsenal’s early-2000s success, including the unbeaten "Invincibles" Premier League season.
-
A.
Christophe Dugarry
Christophe Dugarry is a retired French footballer and 1998 World Cup winner known for his forward play with clubs such as AC Milan, Barcelona, and the French national team.
-
B.
Nicolas Anelka
Nicolas Anelka is a retired French footballer and former international striker known for his spells at clubs such as Arsenal, Real Madrid, Paris Saint-Germain, and Chelsea.
-
C.
Patrice Evra
Patrice Evra is a retired French professional footballer best known as a dynamic left-back for Manchester United and the French national team.
-
D.
Marc-Vivien Foé
Marc-Vivien Foé was a prominent Cameroonian defensive midfielder who played in top European leagues and tragically died after collapsing during an international match in 2003.
-
E.
Emir Cantona
Emir Cantona is the son of French actress Rachida Brakni and legendary French footballer Eric Cantona.
- 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_69ad8b0e4650819090ad7cef094285e8 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb1bb5408190990ea4dfbdab5c68 |
completed | March 8, 2026, 7:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db167c5881909772cf1e78717995 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dc41a54c819099081242687e9011 |
completed | March 14, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcb9235c8190af2b5a5d222e8413 |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:34 p.m.