Triple
T10179911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2022 French presidential election |
E235957
|
entity |
| Predicate | mainOpponentInSecondRound |
P18497
|
FINISHED |
| Object |
Marine Le Pen
Marine Le Pen is a French far-right politician who leads the National Rally party and has repeatedly run for the presidency of France.
|
E846304
|
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: Marine Le Pen | Statement: [2022 French presidential election, mainOpponentInSecondRound, Marine Le Pen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Le Pen Context triple: [2022 French presidential election, mainOpponentInSecondRound, Marine Le Pen]
-
A.
Jean-Luc Mélenchon
Jean-Luc Mélenchon is a French left-wing politician and founder of the La France Insoumise movement, known for his populist rhetoric and strong criticism of neoliberal economic policies and the European Union’s current structure.
-
B.
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.
-
C.
Brigitte Ayrault
Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
-
D.
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.
-
E.
François Fillon
François Fillon is a French conservative politician who served as Prime Minister of France from 2007 to 2012 under President Nicolas Sarkozy.
- 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: Marine Le Pen Triple: [2022 French presidential election, mainOpponentInSecondRound, Marine Le Pen]
Generated description
Marine Le Pen is a French far-right politician who leads the National Rally party and has repeatedly run for the presidency of France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Le Pen Target entity description: Marine Le Pen is a French far-right politician who leads the National Rally party and has repeatedly run for the presidency of France.
-
A.
Jean-Luc Mélenchon
Jean-Luc Mélenchon is a French left-wing politician and founder of the La France Insoumise movement, known for his populist rhetoric and strong criticism of neoliberal economic policies and the European Union’s current structure.
-
B.
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.
-
C.
Brigitte Ayrault
Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
-
D.
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.
-
E.
François Fillon
François Fillon is a French conservative politician who served as Prime Minister of France from 2007 to 2012 under President Nicolas Sarkozy.
- 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_69ca84d1d5f88190ab878a1021ecff68 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdecd7ed608190bfdec8b61cc99205 |
completed | April 2, 2026, 4:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d301373a008190b8d39a8db4167e4f |
completed | April 6, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69d3028994fc81908507449a10e7e093 |
completed | April 6, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3031ed1e88190b9906338285a6e46 |
completed | April 6, 2026, 12:49 a.m. |
Created at: March 30, 2026, 9:11 p.m.