Triple

T13092585
Position Surface form Disambiguated ID Type / Status
Subject SC Heerenveen E310497 entity
Predicate notableFormerPlayer P304 FINISHED
Object Hakim Ziyech
Hakim Ziyech is a Moroccan professional footballer known for his creativity, vision, and long-range shooting, who has starred for clubs such as Ajax and Chelsea as an attacking midfielder or winger.
 E1019490 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: Hakim Ziyech | Statement: [SC Heerenveen, notableFormerPlayer, Hakim Ziyech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hakim Ziyech
Context triple: [SC Heerenveen, notableFormerPlayer, Hakim Ziyech]
  • 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. 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.
  • C. Ousmane Dembélé
    Ousmane Dembélé is a French professional footballer known for his explosive pace, dribbling, and versatility in attack, who has played for top European clubs and the French national team.
  • D. Georginio Wijnaldum
    Georginio Wijnaldum is a Dutch professional midfielder known for his dynamic box-to-box play and key contributions for clubs like PSV, Newcastle United, Liverpool, and the Netherlands national team.
  • E. Sébastien Haller
    Sébastien Haller is a professional footballer and Ivory Coast international striker known for his goal-scoring prowess in top European leagues and his inspirational return to the sport after overcoming testicular cancer.
  • 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: Hakim Ziyech
Triple: [SC Heerenveen, notableFormerPlayer, Hakim Ziyech]
Generated description
Hakim Ziyech is a Moroccan professional footballer known for his creativity, vision, and long-range shooting, who has starred for clubs such as Ajax and Chelsea as an attacking midfielder or winger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hakim Ziyech
Target entity description: Hakim Ziyech is a Moroccan professional footballer known for his creativity, vision, and long-range shooting, who has starred for clubs such as Ajax and Chelsea as an attacking midfielder or winger.
  • 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. 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.
  • C. Ousmane Dembélé
    Ousmane Dembélé is a French professional footballer known for his explosive pace, dribbling, and versatility in attack, who has played for top European clubs and the French national team.
  • D. Georginio Wijnaldum
    Georginio Wijnaldum is a Dutch professional midfielder known for his dynamic box-to-box play and key contributions for clubs like PSV, Newcastle United, Liverpool, and the Netherlands national team.
  • E. Sébastien Haller
    Sébastien Haller is a professional footballer and Ivory Coast international striker known for his goal-scoring prowess in top European leagues and his inspirational return to the sport after overcoming testicular cancer.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9813acbac8190b2fe5e07287457cf completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d61629ac8190a2dfa11951a877f0 completed May 3, 2026, 4:59 a.m.
NEDg Description generation batch_69f6d6e326408190b7906c7ea8e3ef85 completed May 3, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6d873b978819097962c82e8ffdac8 completed May 3, 2026, 5:09 a.m.
Created at: April 9, 2026, 9:03 p.m.