Triple

T9846455
Position Surface form Disambiguated ID Type / Status
Subject Paris Belongs to Us E239352 entity
Predicate producer P490 FINISHED
Object Gisèle Braunberger
Gisèle Braunberger is a French film producer known for her work on influential art-house cinema, including early films of the French New Wave.
 E836947 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: Gisèle Braunberger | Statement: [Paris Belongs to Us, producer, Gisèle Braunberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gisèle Braunberger
Context triple: [Paris Belongs to Us, producer, Gisèle Braunberger]
  • A. Françoise Schein
    Françoise Schein is a Belgian-born artist and architect known for large-scale public artworks, often in metro stations, that integrate human rights themes and typographic design.
  • B. Hélène Rytmann
    Hélène Rytmann was a French revolutionary activist and sociologist, best known for her involvement in leftist politics and for being murdered by her husband, the philosopher Louis Althusser.
  • C. Brigitte Aron
    Brigitte Aron is known primarily as the daughter of the influential French philosopher, sociologist, and political commentator Raymond Aron.
  • D. 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.
  • E. Thérèse Blum
    Thérèse Blum was the wife of French socialist statesman and three-time Prime Minister Léon Blum.
  • 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: Gisèle Braunberger
Triple: [Paris Belongs to Us, producer, Gisèle Braunberger]
Generated description
Gisèle Braunberger is a French film producer known for her work on influential art-house cinema, including early films of the French New Wave.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gisèle Braunberger
Target entity description: Gisèle Braunberger is a French film producer known for her work on influential art-house cinema, including early films of the French New Wave.
  • A. Françoise Schein
    Françoise Schein is a Belgian-born artist and architect known for large-scale public artworks, often in metro stations, that integrate human rights themes and typographic design.
  • B. Hélène Rytmann
    Hélène Rytmann was a French revolutionary activist and sociologist, best known for her involvement in leftist politics and for being murdered by her husband, the philosopher Louis Althusser.
  • C. Brigitte Aron
    Brigitte Aron is known primarily as the daughter of the influential French philosopher, sociologist, and political commentator Raymond Aron.
  • D. 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.
  • E. Thérèse Blum
    Thérèse Blum was the wife of French socialist statesman and three-time Prime Minister Léon Blum.
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb36156308190b26892702f3b41e0 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d281b9254c81908d5acbdb42196ab1 completed April 5, 2026, 3:37 p.m.
NEDg Description generation batch_69d2834f6d488190812f91a5b4971c1e completed April 5, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69d28432d900819091ff0d324a6bb28a completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:34 p.m.