Triple
T8074430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Left Front (France) |
E188456
|
entity |
| Predicate | notableCandidate |
P13677
|
FINISHED |
| Object |
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.
|
E710201
|
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: Jean-Luc Mélenchon | Statement: [Left Front (France), notableCandidate, Jean-Luc Mélenchon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Luc Mélenchon Context triple: [Left Front (France), notableCandidate, Jean-Luc Mélenchon]
-
A.
Benoît Hamon
Benoît Hamon is a French politician who served as a prominent left-wing figure, including as the Socialist Party’s 2017 presidential candidate and later founder of the Génération·s movement.
-
B.
Éric Piolle
Éric Piolle is a French Green politician known for serving as the ecologist mayor of Grenoble and promoting progressive, environmentally focused urban policies.
-
C.
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.
-
D.
François Chollet
François Chollet is a French software engineer and AI researcher best known as the creator of the Keras deep learning library and a prominent advocate for practical, human-centric machine learning.
-
E.
Nicolas Karakatsanis
Nicolas Karakatsanis is a Belgian cinematographer known for his stylish, kinetic visual work on films such as "I, Tonya" and "Bullhead."
- 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: Jean-Luc Mélenchon Triple: [Left Front (France), notableCandidate, Jean-Luc Mélenchon]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Luc Mélenchon Target entity description: 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.
-
A.
Benoît Hamon
Benoît Hamon is a French politician who served as a prominent left-wing figure, including as the Socialist Party’s 2017 presidential candidate and later founder of the Génération·s movement.
-
B.
Éric Piolle
Éric Piolle is a French Green politician known for serving as the ecologist mayor of Grenoble and promoting progressive, environmentally focused urban policies.
-
C.
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.
-
D.
François Chollet
François Chollet is a French software engineer and AI researcher best known as the creator of the Keras deep learning library and a prominent advocate for practical, human-centric machine learning.
-
E.
Nicolas Karakatsanis
Nicolas Karakatsanis is a Belgian cinematographer known for his stylish, kinetic visual work on films such as "I, Tonya" and "Bullhead."
- 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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb404c513c8190af54d6d6b6d1a81d |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63f000308190a55379f8bf67f0cd |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc68634dc88190bc9b9e0598929d4d |
completed | April 1, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc6946aa5481908d682957b818a3e9 |
completed | April 1, 2026, 12:39 a.m. |
Created at: March 30, 2026, 5:27 p.m.