Triple

T14128567
Position Surface form Disambiguated ID Type / Status
Subject Jean-Philippe Nault E340097 entity
Predicate familyName P18 FINISHED
Object Nault
Nault is a French-language surname of likely French-Canadian origin borne by various individuals, including figures in politics, religion, and the arts.
 E1082254 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: Nault | Statement: [Jean-Philippe Nault, familyName, Nault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nault
Context triple: [Jean-Philippe Nault, familyName, Nault]
  • A. Ratonneau
    Ratonneau is one of the main islands of the Frioul archipelago off the coast of Marseille in southern France, known for its rocky landscapes and Mediterranean coves.
  • B. Nicollier
    Nicollier is the surname of Claude Nicollier, a Swiss astrophysicist and former ESA astronaut known for his Space Shuttle missions and work on the Hubble Space Telescope.
  • C. Mahoudeau
    Mahoudeau is a sculptor character in Émile Zola’s novel "L’Œuvre," representing the struggles and ideals of avant-garde artists in 19th-century Paris.
  • D. Pévèle
    Pévèle is a rural area in northern France known for its gently rolling farmland, small towns, and role as a traditional cobbled sector in the Paris–Roubaix cycling race.
  • E. Vargo
    Vargo is a surname most notably associated with Ed Vargo, an American Major League Baseball umpire.
  • 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: Nault
Triple: [Jean-Philippe Nault, familyName, Nault]
Generated description
Nault is a French-language surname of likely French-Canadian origin borne by various individuals, including figures in politics, religion, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nault
Target entity description: Nault is a French-language surname of likely French-Canadian origin borne by various individuals, including figures in politics, religion, and the arts.
  • A. Ratonneau
    Ratonneau is one of the main islands of the Frioul archipelago off the coast of Marseille in southern France, known for its rocky landscapes and Mediterranean coves.
  • B. Nicollier
    Nicollier is the surname of Claude Nicollier, a Swiss astrophysicist and former ESA astronaut known for his Space Shuttle missions and work on the Hubble Space Telescope.
  • C. Mahoudeau
    Mahoudeau is a sculptor character in Émile Zola’s novel "L’Œuvre," representing the struggles and ideals of avant-garde artists in 19th-century Paris.
  • D. Pévèle
    Pévèle is a rural area in northern France known for its gently rolling farmland, small towns, and role as a traditional cobbled sector in the Paris–Roubaix cycling race.
  • E. Vargo
    Vargo is a surname most notably associated with Ed Vargo, an American Major League Baseball umpire.
  • 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_69d81c6a95b481909e39111e0c1f31ee completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de6098013c8190b1bac9d3fff60acd completed April 14, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf0ed0a88190a7126887364fccdd completed May 7, 2026, 6:50 p.m.
NEDg Description generation batch_69fce0cc78e881909090ac42a97ebb12 completed May 7, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69fce1f53a8881909fd1258729a9879d completed May 7, 2026, 7:03 p.m.
Created at: April 9, 2026, 10:22 p.m.