Triple

T5934006
Position Surface form Disambiguated ID Type / Status
Subject Publicis Groupe E132000 entity
Predicate foundedBy P104 FINISHED
Object Marcel Bleustein-Blanchet
Marcel Bleustein-Blanchet was a pioneering French advertising executive and entrepreneur who became one of the key figures in the development of modern advertising in France.
E568972 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: Marcel Bleustein-Blanchet | Statement: [Publicis Groupe, foundedBy, Marcel Bleustein-Blanchet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcel Bleustein-Blanchet
Context triple: [Publicis Groupe, foundedBy, Marcel Bleustein-Blanchet]
  • A. Marcel Bloch
    Marcel Bloch, better known as Marcel Dassault, was a prominent French aircraft industrialist and founder of the Dassault aviation and defense empire.
  • B. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • C. Maurice Schwartz
    Maurice Schwartz was a prominent Yiddish stage and film actor, director, and founder of New York’s Yiddish Art Theatre, renowned for his influential contributions to Jewish cultural life in the early 20th century.
  • D. Pierre Alechinsky
    Pierre Alechinsky is a Belgian painter and printmaker known for his expressive, often calligraphic style and his association with postwar European avant-garde art.
  • E. Jacques Brotchi
    Jacques Brotchi is a Belgian neurosurgeon and politician who has served as president of the Belgian Senate.
  • 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: Marcel Bleustein-Blanchet
Triple: [Publicis Groupe, foundedBy, Marcel Bleustein-Blanchet]
Generated description
Marcel Bleustein-Blanchet was a pioneering French advertising executive and entrepreneur who became one of the key figures in the development of modern advertising in France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcel Bleustein-Blanchet
Target entity description: Marcel Bleustein-Blanchet was a pioneering French advertising executive and entrepreneur who became one of the key figures in the development of modern advertising in France.
  • A. Marcel Bloch
    Marcel Bloch, better known as Marcel Dassault, was a prominent French aircraft industrialist and founder of the Dassault aviation and defense empire.
  • B. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • C. Maurice Schwartz
    Maurice Schwartz was a prominent Yiddish stage and film actor, director, and founder of New York’s Yiddish Art Theatre, renowned for his influential contributions to Jewish cultural life in the early 20th century.
  • D. Pierre Alechinsky
    Pierre Alechinsky is a Belgian painter and printmaker known for his expressive, often calligraphic style and his association with postwar European avant-garde art.
  • E. Jacques Brotchi
    Jacques Brotchi is a Belgian neurosurgeon and politician who has served as president of the Belgian Senate.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0389f6fc881909527b928838ffcdd completed March 22, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125019b188190ac8c6a9bdc3a4e53 completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c125d888cc819092b765d47f1d9f9f completed March 23, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c126f308988190ab6cb6c79ea12877 completed March 23, 2026, 11:41 a.m.
Created at: March 22, 2026, 4 p.m.