Triple
T12698431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angolagate arms trafficking affair |
E303395
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object |
Jacques Attali
Jacques Attali is a French economist, writer, and former presidential adviser known for his influential role in French politics and intellectual life.
|
E997602
|
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: Jacques Attali | Statement: [Angolagate arms trafficking affair, keyFigure, Jacques Attali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jacques Attali Context triple: [Angolagate arms trafficking affair, keyFigure, Jacques Attali]
-
A.
Philippe Lacoue-Labarthe
Philippe Lacoue-Labarthe was a French philosopher, literary theorist, and translator known for his work on aesthetics, mimesis, and the intersections of philosophy, literature, and politics, often in dialogue with German Idealism and deconstruction.
-
B.
Matthieu Chedid
Matthieu Chedid, also known by his stage name -M-, is a French singer-songwriter, guitarist, and producer renowned for his eclectic pop-rock music and inventive stage persona.
-
C.
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.
-
D.
Claude Lefort
Claude Lefort was a French political philosopher known for his analyses of democracy, totalitarianism, and the symbolic foundations of modern political authority.
-
E.
Jean-François Revel
Jean-François Revel was a prominent French philosopher, journalist, and author known for his liberal political thought and critiques of totalitarianism and contemporary French 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: Jacques Attali Triple: [Angolagate arms trafficking affair, keyFigure, Jacques Attali]
Generated description
Jacques Attali is a French economist, writer, and former presidential adviser known for his influential role in French politics and intellectual life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jacques Attali Target entity description: Jacques Attali is a French economist, writer, and former presidential adviser known for his influential role in French politics and intellectual life.
-
A.
Philippe Lacoue-Labarthe
Philippe Lacoue-Labarthe was a French philosopher, literary theorist, and translator known for his work on aesthetics, mimesis, and the intersections of philosophy, literature, and politics, often in dialogue with German Idealism and deconstruction.
-
B.
Matthieu Chedid
Matthieu Chedid, also known by his stage name -M-, is a French singer-songwriter, guitarist, and producer renowned for his eclectic pop-rock music and inventive stage persona.
-
C.
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.
-
D.
Claude Lefort
Claude Lefort was a French political philosopher known for his analyses of democracy, totalitarianism, and the symbolic foundations of modern political authority.
-
E.
Jean-François Revel
Jean-François Revel was a prominent French philosopher, journalist, and author known for his liberal political thought and critiques of totalitarianism and contemporary French 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ed26588190ae76ff17159e06ec |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671b066348190aedfe186fc4724f9 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f672d16f8881908c6d5cfed0b3ec3a |
completed | May 2, 2026, 9:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67396fdac8190970068b2c39ad2f7 |
completed | May 2, 2026, 9:58 p.m. |
Created at: April 9, 2026, 5:22 p.m.