Triple
T12436186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martine Aubry |
E297148
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Jean-Louis Brochen |
—
|
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-Louis Brochen | Statement: [Martine Aubry, spouse, Jean-Louis Brochen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Louis Brochen Context triple: [Martine Aubry, spouse, Jean-Louis Brochen]
-
A.
Jean-Louis Blondeau
Jean-Louis Blondeau is a French photographer and filmmaker best known for documenting Philippe Petit’s 1974 high-wire walk between the Twin Towers, featured in the documentary "Man on Wire."
-
B.
Stéphane Audran
Stéphane Audran was a celebrated French actress known for her work in European art cinema, particularly in films by directors such as Claude Chabrol and Luis Buñuel.
-
C.
Jean-François Allaux
Jean-François Allaux is a French artist and illustrator best known to the public as an early husband of supermodel Christie Brinkley.
-
D.
Jacques Molénat
Jacques Molénat is a French journalist best known as one of the founders of the press freedom organization Reporters Without Borders.
-
E.
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.
- 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-Louis Brochen Target entity description: Jean-Louis Brochen is a French lawyer best known as the husband of prominent Socialist politician and former French Labour Minister Martine Aubry.
-
A.
Jean-Louis Blondeau
Jean-Louis Blondeau is a French photographer and filmmaker best known for documenting Philippe Petit’s 1974 high-wire walk between the Twin Towers, featured in the documentary "Man on Wire."
-
B.
Stéphane Audran
Stéphane Audran was a celebrated French actress known for her work in European art cinema, particularly in films by directors such as Claude Chabrol and Luis Buñuel.
-
C.
Jean-François Allaux
Jean-François Allaux is a French artist and illustrator best known to the public as an early husband of supermodel Christie Brinkley.
-
D.
Jacques Molénat
Jacques Molénat is a French journalist best known as one of the founders of the press freedom organization Reporters Without Borders.
-
E.
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.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8c8fd481909b35ac504127a1b6 |
completed | April 10, 2026, 7:20 p.m. |
Created at: April 8, 2026, 9:55 p.m.