Triple
T2768209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Socialist Party (France) |
E61386
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
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.
|
E297151
|
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: Benoît Hamon | Statement: [Socialist Party (France), notableMember, Benoît Hamon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benoît Hamon Context triple: [Socialist Party (France), notableMember, Benoît Hamon]
-
A.
Manuel Valls
Manuel Valls is a French politician who served as Prime Minister of France in the mid-2010s and was previously Minister of the Interior and a leading figure in the Socialist Party.
-
B.
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.
-
C.
Jean-Marc Ayrault
Jean-Marc Ayrault is a French politician who served as Prime Minister of France from 2012 to 2014 under President François Hollande.
-
D.
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.
-
E.
Ségolène Royal
Ségolène Royal is a French Socialist politician who served as Minister of the Environment and was the first woman to reach the second round of a French presidential election, in 2007.
- 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: Benoît Hamon Triple: [Socialist Party (France), notableMember, Benoît Hamon]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benoît Hamon Target entity description: 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.
-
A.
Manuel Valls
Manuel Valls is a French politician who served as Prime Minister of France in the mid-2010s and was previously Minister of the Interior and a leading figure in the Socialist Party.
-
B.
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.
-
C.
Jean-Marc Ayrault
Jean-Marc Ayrault is a French politician who served as Prime Minister of France from 2012 to 2014 under President François Hollande.
-
D.
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.
-
E.
Ségolène Royal
Ségolène Royal is a French Socialist politician who served as Minister of the Environment and was the first woman to reach the second round of a French presidential election, in 2007.
- 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_69ab4b7bab6c8190a5c2efef19a8ef34 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd667c4881909aa582c630c8e3ab |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc04b59448190b51ce14f19bd3381 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0e092848190889e85f017a7832c |
completed | March 10, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc159d0908190b4afe1a6b122076e |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.