Triple
T12698432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angolagate arms trafficking affair |
E303395
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object | Jean-Charles Marchiani |
—
|
NE NERFINISHED |
How this triple was built (3 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: Jean-Charles Marchiani | Statement: [Angolagate arms trafficking affair, keyFigure, Jean-Charles Marchiani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Charles Marchiani Context triple: [Angolagate arms trafficking affair, keyFigure, Jean-Charles Marchiani]
-
A.
Jean-Claude Marmier
Jean-Claude Marmier is a French trail-running organizer best known as one of the founders of the prestigious Ultra-Trail du Mont-Blanc mountain ultramarathon.
-
B.
Jean-Marie Dreujou
Jean-Marie Dreujou is a French cinematographer known for his visually rich work on films such as "Two Brothers" and other major European productions.
-
C.
Pascal Daloz
Pascal Daloz is a French business executive known for his senior leadership roles at Dassault Systèmes, where he has been instrumental in driving the company’s strategic growth and innovation.
-
D.
Jean-François Lepetit
Jean-François Lepetit is a French film producer known for his work on acclaimed European cinema, including the cult classic "Betty Blue."
-
E.
Jacques Villeglé
Jacques Villeglé was a French artist best known for his torn poster collages that transformed urban street advertisements into politically and socially charged works of art.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Charles Marchiani Target entity description: Jean-Charles Marchiani is a French former prefect, intelligence operative, and political figure known for his controversial role in high-profile affairs, including the Angolagate arms trafficking scandal.
-
A.
Jean-Claude Marmier
Jean-Claude Marmier is a French trail-running organizer best known as one of the founders of the prestigious Ultra-Trail du Mont-Blanc mountain ultramarathon.
-
B.
Jean-Marie Dreujou
Jean-Marie Dreujou is a French cinematographer known for his visually rich work on films such as "Two Brothers" and other major European productions.
-
C.
Pascal Daloz
Pascal Daloz is a French business executive known for his senior leadership roles at Dassault Systèmes, where he has been instrumental in driving the company’s strategic growth and innovation.
-
D.
Jean-François Lepetit
Jean-François Lepetit is a French film producer known for his work on acclaimed European cinema, including the cult classic "Betty Blue."
-
E.
Jacques Villeglé
Jacques Villeglé was a French artist best known for his torn poster collages that transformed urban street advertisements into politically and socially charged works of art.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 9, 2026, 5:22 p.m.