Triple
T6981505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jean-Marc Ayrault |
E161856
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Brigitte Ayrault
Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
|
E632508
|
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: Brigitte Ayrault | Statement: [Jean-Marc Ayrault, spouse, Brigitte Ayrault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brigitte Ayrault Context triple: [Jean-Marc Ayrault, spouse, Brigitte Ayrault]
-
A.
Martine Aubry
Martine Aubry is a French politician and longtime member of the Socialist Party, known for serving as Minister of Labour and as mayor of Lille, and for introducing the 35-hour workweek in France.
-
B.
Nathalie Cresson
Nathalie Cresson is the daughter of Édith Cresson, the former Prime Minister of France.
-
C.
Mazarine Pingeot
Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French president François Mitterrand.
-
D.
Rachida Dati
Rachida Dati is a French politician and former Minister of Justice known for being a prominent figure in the center-right Les Républicains party.
-
E.
Valérie Pécresse
Valérie Pécresse is a French center-right politician who has served as president of the Île-de-France regional council and was a prominent candidate in the 2022 French presidential election.
- 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: Brigitte Ayrault Triple: [Jean-Marc Ayrault, spouse, Brigitte Ayrault]
Generated description
Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brigitte Ayrault Target entity description: Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
-
A.
Martine Aubry
Martine Aubry is a French politician and longtime member of the Socialist Party, known for serving as Minister of Labour and as mayor of Lille, and for introducing the 35-hour workweek in France.
-
B.
Nathalie Cresson
Nathalie Cresson is the daughter of Édith Cresson, the former Prime Minister of France.
-
C.
Mazarine Pingeot
Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French president François Mitterrand.
-
D.
Rachida Dati
Rachida Dati is a French politician and former Minister of Justice known for being a prominent figure in the center-right Les Républicains party.
-
E.
Valérie Pécresse
Valérie Pécresse is a French center-right politician who has served as president of the Île-de-France regional council and was a prominent candidate in the 2022 French presidential election.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db6d3f3c8190b0121f7934440c34 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761c0ecd88190a684392aa6daf267 |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c76275a5f08190b71a59694ef4a1fd |
completed | March 28, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c762ee1a048190ada3e6fd850e468b |
completed | March 28, 2026, 5:11 a.m. |
Created at: March 27, 2026, 2:31 p.m.