Triple

T22233647
Position Surface form Disambiguated ID Type / Status
Subject Chocolat E549530 entity
Predicate screenwriter P2831 FINISHED
Object Gérard Noiriel
Gérard Noiriel is a French historian and specialist in immigration and social history who also contributed as a screenwriter to the film "Chocolat."
E1525823 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: Gérard Noiriel | Statement: [Chocolat, screenwriter, Gérard Noiriel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gérard Noiriel
Context triple: [Chocolat, screenwriter, Gérard Noiriel]
  • A. Jean‑Luc Braud
    Jean‑Luc Braud is a French local politician serving as the mayor of the commune of Bedous in southwestern France.
  • B. Jean-Pierre Lévy
    Jean-Pierre Lévy was a prominent French Resistance leader during World War II, known for organizing and directing clandestine networks against the Nazi occupation.
  • C. Pierre Rosanvallon
    Pierre Rosanvallon is a French historian and political theorist known for his influential work on democracy, political representation, and the history of modern political thought.
  • D. Jean-Paul Agon
    Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • E. Jacques Attali
    Jacques Attali is a French economist, writer, and former presidential adviser known for his influential role in French politics and intellectual life.
  • 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: Gérard Noiriel
Triple: [Chocolat, screenwriter, Gérard Noiriel]
Generated description
Gérard Noiriel is a French historian and specialist in immigration and social history who also contributed as a screenwriter to the film "Chocolat."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gérard Noiriel
Target entity description: Gérard Noiriel is a French historian and specialist in immigration and social history who also contributed as a screenwriter to the film "Chocolat."
  • A. Jean‑Luc Braud
    Jean‑Luc Braud is a French local politician serving as the mayor of the commune of Bedous in southwestern France.
  • B. Jean-Pierre Lévy
    Jean-Pierre Lévy was a prominent French Resistance leader during World War II, known for organizing and directing clandestine networks against the Nazi occupation.
  • C. Pierre Rosanvallon
    Pierre Rosanvallon is a French historian and political theorist known for his influential work on democracy, political representation, and the history of modern political thought.
  • D. Jean-Paul Agon
    Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • E. Jacques Attali
    Jacques Attali is a French economist, writer, and former presidential adviser known for his influential role in French politics and intellectual life.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf61504819093e70bee4c575d1c completed April 28, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae79b9bc819087fc52b30ad04781 completed May 18, 2026, 6:15 a.m.
NEDg Description generation batch_6a0ab00780f8819086ef4d3e5756133d completed May 18, 2026, 6:21 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab0befa5481909d00cb845dd67b12 completed May 18, 2026, 6:25 a.m.
Created at: April 16, 2026, 8:38 p.m.