Triple

T11930038
Position Surface form Disambiguated ID Type / Status
Subject Ludovic E283885 entity
Predicate hasNotableBearer P458 FINISHED
Object Ludovic Giuly
Ludovic Giuly is a retired French professional footballer best known as a dynamic winger and attacking midfielder who played for clubs such as AS Monaco, FC Barcelona, and Paris Saint-Germain, winning multiple domestic and European titles.
 E955585 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: Ludovic Giuly | Statement: [Ludovic, hasNotableBearer, Ludovic Giuly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludovic Giuly
Context triple: [Ludovic, hasNotableBearer, Ludovic Giuly]
  • 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. 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.
  • D. 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.
  • E. Jean-Michel Bony
    Jean-Michel Bony is a French mathematician renowned for his contributions to partial differential equations and microlocal analysis.
  • 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: Ludovic Giuly
Triple: [Ludovic, hasNotableBearer, Ludovic Giuly]
Generated description
Ludovic Giuly is a retired French professional footballer best known as a dynamic winger and attacking midfielder who played for clubs such as AS Monaco, FC Barcelona, and Paris Saint-Germain, winning multiple domestic and European titles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludovic Giuly
Target entity description: Ludovic Giuly is a retired French professional footballer best known as a dynamic winger and attacking midfielder who played for clubs such as AS Monaco, FC Barcelona, and Paris Saint-Germain, winning multiple domestic and European titles.
  • 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. 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.
  • D. 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.
  • E. Jean-Michel Bony
    Jean-Michel Bony is a French mathematician renowned for his contributions to partial differential equations and microlocal analysis.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90303a9a88190a4044e6310ba9b4b completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4406ee910819093c72738bfe3f92c completed May 1, 2026, 5:55 a.m.
NEDg Description generation batch_69f448fb898081908a8ffd0da703c0f9 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b9e662881908549e041f6a05e38 completed May 1, 2026, 6:43 a.m.
Created at: April 8, 2026, 9:45 p.m.