Triple
T213809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emmanuel Macron |
E4773
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Brigitte Macron
Brigitte Macron is a French former teacher and the First Lady of France, known for her prominent public role alongside President Emmanuel Macron.
|
E29294
|
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 Macron | Statement: [Emmanuel Macron, spouse, Brigitte Macron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brigitte Macron Context triple: [Emmanuel Macron, spouse, Brigitte Macron]
-
A.
Emmanuel Macron
Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
-
B.
Sophie Grégoire Trudeau
Sophie Grégoire Trudeau is a Canadian television host, public speaker, and advocate for mental health and women's and children's rights, known internationally as the former wife of Canadian Prime Minister Justin Trudeau.
-
C.
Pauline Bonaparte
Pauline Bonaparte was a French noblewoman and socialite, famed for her beauty, scandalous love life, and role as one of Napoleon Bonaparte’s most devoted and influential sisters.
-
D.
Caroline Bonaparte
Caroline Bonaparte was a French noblewoman and political figure, best known as Napoleon Bonaparte’s ambitious younger sister and the Queen of Naples through her marriage to Joachim Murat.
-
E.
Elisa Bonaparte
Elisa Bonaparte was a French princess and political figure of the Napoleonic era, best known for governing Tuscany and Lucca under her brother Napoleon’s rule.
- 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 Macron Triple: [Emmanuel Macron, spouse, Brigitte Macron]
Generated description
Brigitte Macron is a French former teacher and the First Lady of France, known for her prominent public role alongside President Emmanuel Macron.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brigitte Macron Target entity description: Brigitte Macron is a French former teacher and the First Lady of France, known for her prominent public role alongside President Emmanuel Macron.
-
A.
Emmanuel Macron
Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
-
B.
Sophie Grégoire Trudeau
Sophie Grégoire Trudeau is a Canadian television host, public speaker, and advocate for mental health and women's and children's rights, known internationally as the former wife of Canadian Prime Minister Justin Trudeau.
-
C.
Pauline Bonaparte
Pauline Bonaparte was a French noblewoman and socialite, famed for her beauty, scandalous love life, and role as one of Napoleon Bonaparte’s most devoted and influential sisters.
-
D.
Caroline Bonaparte
Caroline Bonaparte was a French noblewoman and political figure, best known as Napoleon Bonaparte’s ambitious younger sister and the Queen of Naples through her marriage to Joachim Murat.
-
E.
Elisa Bonaparte
Elisa Bonaparte was a French princess and political figure of the Napoleonic era, best known for governing Tuscany and Lucca under her brother Napoleon’s rule.
- 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_69a2575cb1dc8190a01ad332426dc339 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c32ae208190a03d504ef43ea659 |
completed | Feb. 28, 2026, 3:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35b636810819085f6c4e658ee578a |
completed | Feb. 28, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69a35cd77cf881908bbde3b6bcbd5fa8 |
completed | Feb. 28, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a35daaf914819096033b4e95fd3317 |
completed | Feb. 28, 2026, 9:27 p.m. |
Created at: Feb. 28, 2026, 2:52 a.m.