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