Triple

T7426772
Position Surface form Disambiguated ID Type / Status
Subject Les Ulis E171386 entity
Predicate hasNotablePerson P304 FINISHED
Object Hatem Ben Arfa
Hatem Ben Arfa is a French professional footballer known for his exceptional dribbling skills and creative attacking play, having represented clubs such as Lyon, Marseille, Newcastle United, and Paris Saint-Germain as well as the French national team.
 E664807 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: Hatem Ben Arfa | Statement: [Les Ulis, hasNotablePerson, Hatem Ben Arfa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hatem Ben Arfa
Context triple: [Les Ulis, hasNotablePerson, Hatem Ben Arfa]
  • A. Riyad Mahrez
    Riyad Mahrez is an Algerian professional footballer, renowned as a skillful winger, who has starred for clubs like Leicester City and Manchester City and played a key role in multiple Premier League title wins.
  • B. Hamed Bakayoko
    Hamed Bakayoko was an Ivorian politician who served as Prime Minister and was a key figure in Côte d'Ivoire's post-conflict political landscape.
  • C. Anthony Martial
    Anthony Martial is a French professional footballer known for playing as a forward for top European clubs and the France national team.
  • D. Kalidou Koulibaly
    Kalidou Koulibaly is a Senegalese professional footballer renowned as one of the top central defenders of his generation, known for his strength, leadership, and performances in European and international football.
  • E. Hubert Koundé
    Hubert Koundé is a French actor and filmmaker known for his roles in acclaimed films such as "La Haine" and various international productions.
  • 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: Hatem Ben Arfa
Triple: [Les Ulis, hasNotablePerson, Hatem Ben Arfa]
Generated description
Hatem Ben Arfa is a French professional footballer known for his exceptional dribbling skills and creative attacking play, having represented clubs such as Lyon, Marseille, Newcastle United, and Paris Saint-Germain as well as the French national team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hatem Ben Arfa
Target entity description: Hatem Ben Arfa is a French professional footballer known for his exceptional dribbling skills and creative attacking play, having represented clubs such as Lyon, Marseille, Newcastle United, and Paris Saint-Germain as well as the French national team.
  • A. Riyad Mahrez
    Riyad Mahrez is an Algerian professional footballer, renowned as a skillful winger, who has starred for clubs like Leicester City and Manchester City and played a key role in multiple Premier League title wins.
  • B. Hamed Bakayoko
    Hamed Bakayoko was an Ivorian politician who served as Prime Minister and was a key figure in Côte d'Ivoire's post-conflict political landscape.
  • C. Anthony Martial
    Anthony Martial is a French professional footballer known for playing as a forward for top European clubs and the France national team.
  • D. Kalidou Koulibaly
    Kalidou Koulibaly is a Senegalese professional footballer renowned as one of the top central defenders of his generation, known for his strength, leadership, and performances in European and international football.
  • E. Hubert Koundé
    Hubert Koundé is a French actor and filmmaker known for his roles in acclaimed films such as "La Haine" and various international productions.
  • 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f3055b7881908269ab909c5a85b5 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8277f749c8190a91f620c71c48433 completed March 28, 2026, 7:09 p.m.
NEDg Description generation batch_69c82817899081909436781c9f249c1d completed March 28, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c828a5c2f88190aedd55d40520c672 completed March 28, 2026, 7:14 p.m.
Created at: March 27, 2026, 3:12 p.m.