Triple
T12273815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferrand |
E292535
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Richard Ferrand
Richard Ferrand is a French politician who served as President of the National Assembly and was a close ally of President Emmanuel Macron within the La République En Marche! party.
|
E974755
|
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: Richard Ferrand | Statement: [Ferrand, hasNotableBearer, Richard Ferrand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Ferrand Context triple: [Ferrand, hasNotableBearer, Richard Ferrand]
-
A.
Laurent Wauquiez
Laurent Wauquiez is a French conservative politician who has held several ministerial posts and served as president of the regional council of Auvergne-Rhône-Alpes.
-
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.
Didier Auriol
Didier Auriol is a French rally driver and 1994 World Rally Champion, renowned for his success in the World Rally Championship during the late 1980s and 1990s.
-
D.
Éric Ciotti
Éric Ciotti is a French conservative politician and long-time deputy for the Alpes-Maritimes, known for his hardline positions on security and immigration.
-
E.
Claude Guéant
Claude Guéant is a French civil servant and politician best known for serving as France’s Minister of the Interior and a close adviser to former 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: Richard Ferrand Triple: [Ferrand, hasNotableBearer, Richard Ferrand]
Generated description
Richard Ferrand is a French politician who served as President of the National Assembly and was a close ally of President Emmanuel Macron within the La République En Marche! party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Ferrand Target entity description: Richard Ferrand is a French politician who served as President of the National Assembly and was a close ally of President Emmanuel Macron within the La République En Marche! party.
-
A.
Laurent Wauquiez
Laurent Wauquiez is a French conservative politician who has held several ministerial posts and served as president of the regional council of Auvergne-Rhône-Alpes.
-
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.
Didier Auriol
Didier Auriol is a French rally driver and 1994 World Rally Champion, renowned for his success in the World Rally Championship during the late 1980s and 1990s.
-
D.
Éric Ciotti
Éric Ciotti is a French conservative politician and long-time deputy for the Alpes-Maritimes, known for his hardline positions on security and immigration.
-
E.
Claude Guéant
Claude Guéant is a French civil servant and politician best known for serving as France’s Minister of the Interior and a close adviser to former 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cef684081908adaee8e04facc2e |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e6b50a48190b1beabd149d5830f |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9386548190a749445a404db3a2 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6207f164c8190b663a50ee3c761d6 |
completed | May 2, 2026, 4:04 p.m. |
Created at: April 8, 2026, 9:52 p.m.