Triple

T12698433
Position Surface form Disambiguated ID Type / Status
Subject Angolagate arms trafficking affair E303395 entity
Predicate keyFigure P256 FINISHED
Object Jean-Bernard Curial
Jean-Bernard Curial is a French political figure and former diplomat best known for his central involvement in the Angolagate arms trafficking scandal.
E997603 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: Jean-Bernard Curial | Statement: [Angolagate arms trafficking affair, keyFigure, Jean-Bernard Curial]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean-Bernard Curial
Context triple: [Angolagate arms trafficking affair, keyFigure, Jean-Bernard Curial]
  • A. Jehan Cauvin
    Jehan Cauvin is the French-born theologian and reformer better known by his Latinized name John Calvin, a central figure in the Protestant Reformation and the development of Calvinism.
  • B. Jean-Antoine de Baïf
    Jean-Antoine de Baïf was a 16th-century French poet and member of the Pléiade group, known for his experiments with classical meters and efforts to reform French versification.
  • C. Jacques de Fariaux
    Jacques de Fariaux was a 17th-century French military officer best known for commanding the defending forces during the 1673 siege of Maastricht in the Franco-Dutch War.
  • D. Antoine de Ville
    Antoine de Ville was a 15th-century French military engineer and climber best known for leading the pioneering 1492 ascent of Mont Aiguille, one of the earliest documented technical mountaineering feats.
  • E. Jacques d’Euse
    Jacques d’Euse, later known as Pope John XXII, was a 14th-century French pontiff of the Avignon Papacy noted for his centralizing church reforms and conflicts over doctrine and secular authority.
  • 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: Jean-Bernard Curial
Triple: [Angolagate arms trafficking affair, keyFigure, Jean-Bernard Curial]
Generated description
Jean-Bernard Curial is a French political figure and former diplomat best known for his central involvement in the Angolagate arms trafficking scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean-Bernard Curial
Target entity description: Jean-Bernard Curial is a French political figure and former diplomat best known for his central involvement in the Angolagate arms trafficking scandal.
  • A. Jehan Cauvin
    Jehan Cauvin is the French-born theologian and reformer better known by his Latinized name John Calvin, a central figure in the Protestant Reformation and the development of Calvinism.
  • B. Jean-Antoine de Baïf
    Jean-Antoine de Baïf was a 16th-century French poet and member of the Pléiade group, known for his experiments with classical meters and efforts to reform French versification.
  • C. Jacques de Fariaux
    Jacques de Fariaux was a 17th-century French military officer best known for commanding the defending forces during the 1673 siege of Maastricht in the Franco-Dutch War.
  • D. Antoine de Ville
    Antoine de Ville was a 15th-century French military engineer and climber best known for leading the pioneering 1492 ascent of Mont Aiguille, one of the earliest documented technical mountaineering feats.
  • E. Jacques d’Euse
    Jacques d’Euse, later known as Pope John XXII, was a 14th-century French pontiff of the Avignon Papacy noted for his centralizing church reforms and conflicts over doctrine and secular authority.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ed26588190ae76ff17159e06ec completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b066348190aedfe186fc4724f9 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f672d16f8881908c6d5cfed0b3ec3a completed May 2, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69f67396fdac8190970068b2c39ad2f7 completed May 2, 2026, 9:58 p.m.
Created at: April 9, 2026, 5:22 p.m.