Triple

T1292693
Position Surface form Disambiguated ID Type / Status
Subject Bettencourt family E27581 entity
Predicate hasMember P10 FINISHED
Object Liliane Bettencourt
Liliane Bettencourt was a French heiress, businesswoman, and philanthropist, best known as the principal shareholder of L'Oréal and once one of the world's wealthiest women.
 E147260 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: Liliane Bettencourt | Statement: [Bettencourt family, hasMember, Liliane Bettencourt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liliane Bettencourt
Context triple: [Bettencourt family, hasMember, Liliane Bettencourt]
  • A. Estelle Rosenbaum Blanc
    Estelle Rosenbaum Blanc was the longtime wife of famed voice actor Mel Blanc and the mother of their son, producer Noel Blanc.
  • B. 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.
  • C. Eliette Mouret
    Eliette Mouret is a French former fashion model and artist best known as the wife of renowned Austrian conductor Herbert von Karajan.
  • D. Alice Hoschedé
    Alice Hoschedé was the second wife and longtime companion of French Impressionist painter Claude Monet, known for managing his household and supporting his artistic career.
  • E. Marie-Pierre Kœnig
    Marie-Pierre Kœnig was a prominent French general and Resistance leader during World War II, renowned for his role in the Free French Forces and the Battle of Bir Hakeim.
  • 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: Liliane Bettencourt
Triple: [Bettencourt family, hasMember, Liliane Bettencourt]
Generated description
Liliane Bettencourt was a French heiress, businesswoman, and philanthropist, best known as the principal shareholder of L'Oréal and once one of the world's wealthiest women.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liliane Bettencourt
Target entity description: Liliane Bettencourt was a French heiress, businesswoman, and philanthropist, best known as the principal shareholder of L'Oréal and once one of the world's wealthiest women.
  • A. Estelle Rosenbaum Blanc
    Estelle Rosenbaum Blanc was the longtime wife of famed voice actor Mel Blanc and the mother of their son, producer Noel Blanc.
  • B. 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.
  • C. Eliette Mouret
    Eliette Mouret is a French former fashion model and artist best known as the wife of renowned Austrian conductor Herbert von Karajan.
  • D. Alice Hoschedé
    Alice Hoschedé was the second wife and longtime companion of French Impressionist painter Claude Monet, known for managing his household and supporting his artistic career.
  • E. Marie-Pierre Kœnig
    Marie-Pierre Kœnig was a prominent French general and Resistance leader during World War II, renowned for his role in the Free French Forces and the Battle of Bir Hakeim.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0f09d5c81909e6dc036fe9c5b4a completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacbf0cf48190937f620900b08d3f completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad34fc008190a9c06be5cbe8e8c3 completed March 7, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69acadc3ceb48190a9d67c8e90034c49 completed March 7, 2026, 10:59 p.m.
Created at: March 1, 2026, 7:51 p.m.