Triple

T3081331
Position Surface form Disambiguated ID Type / Status
Subject Bernard Arnault E64261 entity
Predicate spouse P13 FINISHED
Object Hélène Mercier-Arnault
Hélène Mercier-Arnault is a Canadian-born concert pianist renowned for her international classical music career and her marriage to French luxury magnate Bernard Arnault.
E328140 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: Hélène Mercier-Arnault | Statement: [Bernard Arnault, spouse, Hélène Mercier-Arnault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hélène Mercier-Arnault
Context triple: [Bernard Arnault, spouse, Hélène Mercier-Arnault]
  • A. Hélène Courtois
    Hélène Courtois is a French astrophysicist known for her work in cosmography and for leading the team that identified and mapped the Laniakea Supercluster of galaxies.
  • B. Lydie Sarazin-Levassor
    Lydie Sarazin-Levassor was a French woman from a prominent industrial family who became known primarily as the first wife of avant-garde artist Marcel Duchamp.
  • C. Blanche Hoschedé
    Blanche Hoschedé was a French painter and the stepdaughter and daughter-in-law of Claude Monet, known for her close association with the Impressionist circle.
  • D. Hélène Boullé
    Hélène Boullé was a French woman best known as the young wife of explorer and New France founder Samuel de Champlain, whose marriage linked him to influential Parisian circles.
  • E. Françoise Noguès
    Françoise Noguès is a French physician best known as the mother of Brigitte Macron, the First Lady of France.
  • 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: Hélène Mercier-Arnault
Triple: [Bernard Arnault, spouse, Hélène Mercier-Arnault]
Generated description
Hélène Mercier-Arnault is a Canadian-born concert pianist renowned for her international classical music career and her marriage to French luxury magnate Bernard Arnault.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hélène Mercier-Arnault
Target entity description: Hélène Mercier-Arnault is a Canadian-born concert pianist renowned for her international classical music career and her marriage to French luxury magnate Bernard Arnault.
  • A. Hélène Courtois
    Hélène Courtois is a French astrophysicist known for her work in cosmography and for leading the team that identified and mapped the Laniakea Supercluster of galaxies.
  • B. Lydie Sarazin-Levassor
    Lydie Sarazin-Levassor was a French woman from a prominent industrial family who became known primarily as the first wife of avant-garde artist Marcel Duchamp.
  • C. Blanche Hoschedé
    Blanche Hoschedé was a French painter and the stepdaughter and daughter-in-law of Claude Monet, known for her close association with the Impressionist circle.
  • D. Hélène Boullé
    Hélène Boullé was a French woman best known as the young wife of explorer and New France founder Samuel de Champlain, whose marriage linked him to influential Parisian circles.
  • E. Françoise Noguès
    Françoise Noguès is a French physician best known as the mother of Brigitte Macron, the First Lady of France.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1aaf6d48190af4f9106965589b0 completed March 8, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2035c404881908635c8514c8c1399 completed March 12, 2026, 12:05 a.m.
NEDg Description generation batch_69b2051868048190b197646d452df8e9 completed March 12, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69b2094564e881909274bb34be922166 completed March 12, 2026, 12:31 a.m.
Created at: March 8, 2026, 3:03 p.m.