Triple

T10367482
Position Surface form Disambiguated ID Type / Status
Subject Heartbreaker E244292 entity
Predicate producer P490 FINISHED
Object Yann Zenou
Yann Zenou is a French film producer known for working on internationally successful comedies and dramas, including the hit film "The Intouchables."
E860624 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: Yann Zenou | Statement: [Heartbreaker, producer, Yann Zenou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yann Zenou
Context triple: [Heartbreaker, producer, Yann Zenou]
  • A. Gabriel Zucman
    Gabriel Zucman is a French economist known for his influential research on wealth inequality, tax havens, and the measurement of global financial secrecy.
  • B. Jean Drèze
    Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
  • C. Olivier Blanchard
    Olivier Blanchard is a prominent French economist and former IMF chief economist known for his influential work in macroeconomics and major contributions to New Keynesian economic theory.
  • D. Stefano Zamagni
    Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
  • E. Laurent El Ghaoui
    Laurent El Ghaoui is a researcher and professor known for his contributions to optimization, control theory, and robust optimization in engineering and applied mathematics.
  • 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: Yann Zenou
Triple: [Heartbreaker, producer, Yann Zenou]
Generated description
Yann Zenou is a French film producer known for working on internationally successful comedies and dramas, including the hit film "The Intouchables."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yann Zenou
Target entity description: Yann Zenou is a French film producer known for working on internationally successful comedies and dramas, including the hit film "The Intouchables."
  • A. Gabriel Zucman
    Gabriel Zucman is a French economist known for his influential research on wealth inequality, tax havens, and the measurement of global financial secrecy.
  • B. Jean Drèze
    Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
  • C. Olivier Blanchard
    Olivier Blanchard is a prominent French economist and former IMF chief economist known for his influential work in macroeconomics and major contributions to New Keynesian economic theory.
  • D. Stefano Zamagni
    Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
  • E. Laurent El Ghaoui
    Laurent El Ghaoui is a researcher and professor known for his contributions to optimization, control theory, and robust optimization in engineering and applied mathematics.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96fd6f081908f630a16106996d9 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d79546b078819089dec7628c95a681 completed April 9, 2026, 12:02 p.m.
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, noon