Triple

T3394040
Position Surface form Disambiguated ID Type / Status
Subject Clamart E71485 entity
Predicate hasMayor P185 FINISHED
Object Jean-Didier Berger
Jean-Didier Berger is a French politician best known for serving as the mayor of the Paris suburb of Clamart.
E394828 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-Didier Berger | Statement: [Clamart, hasMayor, Jean-Didier Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean-Didier Berger
Context triple: [Clamart, hasMayor, Jean-Didier Berger]
  • A. Gérard Lopez
    Gérard Lopez is a Luxembourgish-Spanish businessman and investor known for owning and leading several European football clubs, including Girondins de Bordeaux and previously Lille OSC.
  • B. Jean-Luc Vaillant
    Jean-Luc Vaillant is a French software engineer and entrepreneur best known as a co-founder and former chief technology officer of LinkedIn.
  • C. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • D. Hervé Schneid
    Hervé Schneid is a French film editor known for his work on major international films, including Jean-Pierre Jeunet’s "Alien: Resurrection" and "Amélie."
  • E. Nicolas Tournier
    Nicolas Tournier was a French Baroque painter known for his dramatic use of light and shadow and religious scenes influenced by the style of Caravaggio.
  • 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-Didier Berger
Triple: [Clamart, hasMayor, Jean-Didier Berger]
Generated description
Jean-Didier Berger is a French politician best known for serving as the mayor of the Paris suburb of Clamart.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean-Didier Berger
Target entity description: Jean-Didier Berger is a French politician best known for serving as the mayor of the Paris suburb of Clamart.
  • A. Gérard Lopez
    Gérard Lopez is a Luxembourgish-Spanish businessman and investor known for owning and leading several European football clubs, including Girondins de Bordeaux and previously Lille OSC.
  • B. Jean-Luc Vaillant
    Jean-Luc Vaillant is a French software engineer and entrepreneur best known as a co-founder and former chief technology officer of LinkedIn.
  • C. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • D. Hervé Schneid
    Hervé Schneid is a French film editor known for his work on major international films, including Jean-Pierre Jeunet’s "Alien: Resurrection" and "Amélie."
  • E. Nicolas Tournier
    Nicolas Tournier was a French Baroque painter known for his dramatic use of light and shadow and religious scenes influenced by the style of Caravaggio.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb853746c8190bfa1447e6ebbefb3 completed March 8, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b511ff137c8190bf9ca22dd71bd205 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b5129946508190860e12a8f90eb5ee completed March 14, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69b513481c308190849e66bbd9caf57c completed March 14, 2026, 7:50 a.m.
Created at: March 8, 2026, 3:14 p.m.