Triple

T1292695
Position Surface form Disambiguated ID Type / Status
Subject Bettencourt family E27581 entity
Predicate hasMember P10 FINISHED
Object André Bettencourt
André Bettencourt was a French politician and businessman closely associated with the L'Oréal empire through his marriage to heiress Liliane Bettencourt.
E152674 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: André Bettencourt | Statement: [Bettencourt family, hasMember, André Bettencourt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: André Bettencourt
Context triple: [Bettencourt family, hasMember, André Bettencourt]
  • A. Carlos Tavares
    Carlos Tavares is a Portuguese automotive executive known for leading major car manufacturers and orchestrating large-scale industry mergers and turnarounds.
  • B. Tadeu Marroco
    Tadeu Marroco is a Brazilian-born business executive who serves as the chief executive officer of British American Tobacco.
  • C. André Corap
    André Corap was a French army general best known for his ill-fated command of French forces during the early stages of the German invasion in 1940.
  • D. Alexandre Herculano
    Alexandre Herculano was a 19th-century Portuguese historian, novelist, and politician, regarded as a key figure in the Romantic movement and the development of modern Portuguese historiography.
  • E. Ernesto Melo Antunes
    Ernesto Melo Antunes was a Portuguese military officer, intellectual, and politician who played a key ideological and diplomatic role in the Carnation Revolution and the country’s transition to democracy.
  • 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: André Bettencourt
Triple: [Bettencourt family, hasMember, André Bettencourt]
Generated description
André Bettencourt was a French politician and businessman closely associated with the L'Oréal empire through his marriage to heiress Liliane Bettencourt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: André Bettencourt
Target entity description: André Bettencourt was a French politician and businessman closely associated with the L'Oréal empire through his marriage to heiress Liliane Bettencourt.
  • A. Carlos Tavares
    Carlos Tavares is a Portuguese automotive executive known for leading major car manufacturers and orchestrating large-scale industry mergers and turnarounds.
  • B. Tadeu Marroco
    Tadeu Marroco is a Brazilian-born business executive who serves as the chief executive officer of British American Tobacco.
  • C. André Corap
    André Corap was a French army general best known for his ill-fated command of French forces during the early stages of the German invasion in 1940.
  • D. Alexandre Herculano
    Alexandre Herculano was a 19th-century Portuguese historian, novelist, and politician, regarded as a key figure in the Romantic movement and the development of modern Portuguese historiography.
  • E. Ernesto Melo Antunes
    Ernesto Melo Antunes was a Portuguese military officer, intellectual, and politician who played a key ideological and diplomatic role in the Carnation Revolution and the country’s transition to democracy.
  • 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_69acbf221180819082fc982b043d1085 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acc246824c819084a4d73bcdd6c449 completed March 8, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69acc2be6e1c8190b05437749bc15643 completed March 8, 2026, 12:28 a.m.
Created at: March 1, 2026, 7:51 p.m.