Triple

T7132491
Position Surface form Disambiguated ID Type / Status
Subject Bernard Cazeneuve E166223 entity
Predicate successor P78 FINISHED
Object Bruno Le Roux (as Minister of the Interior of France)
Bruno Le Roux is a French Socialist politician who briefly served as France’s Minister of the Interior in 2016–2017 under President François Hollande.
 E643911 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: Bruno Le Roux (as Minister of the Interior of France) | Statement: [Bernard Cazeneuve, successor, Bruno Le Roux (as Minister of the Interior of France)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruno Le Roux (as Minister of the Interior of France)
Context triple: [Bernard Cazeneuve, successor, Bruno Le Roux (as Minister of the Interior of France)]
  • A. Ministry of the Interior of France
    The Ministry of the Interior of France is the government department responsible for internal security, law enforcement, civil protection, and the administration of local authorities across the country.
  • B. Jacques de Matignon
    Jacques de Matignon was a French nobleman from the influential Matignon family, historically significant for his high-ranking roles and alliances within the French aristocracy.
  • C. Jean-Yves Le Drian (as Minister of Foreign Affairs of France)
    Jean-Yves Le Drian is a French politician who served as France’s Minister for Europe and Foreign Affairs, playing a key role in shaping the country’s diplomatic and international security policies.
  • D. Bernard Cazeneuve
    Bernard Cazeneuve is a French Socialist politician who served as Prime Minister of France from 2016 to 2017, after previously holding key ministerial posts including Minister of the Interior.
  • E. Minister of Justice of France
    The Minister of Justice of France is the government official who heads the justice ministry, oversees the judicial system and public prosecutions, and serves as the nation’s Keeper of the Seals.
  • 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: Bruno Le Roux (as Minister of the Interior of France)
Triple: [Bernard Cazeneuve, successor, Bruno Le Roux (as Minister of the Interior of France)]
Generated description
Bruno Le Roux is a French Socialist politician who briefly served as France’s Minister of the Interior in 2016–2017 under President François Hollande.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruno Le Roux (as Minister of the Interior of France)
Target entity description: Bruno Le Roux is a French Socialist politician who briefly served as France’s Minister of the Interior in 2016–2017 under President François Hollande.
  • A. Ministry of the Interior of France
    The Ministry of the Interior of France is the government department responsible for internal security, law enforcement, civil protection, and the administration of local authorities across the country.
  • B. Jacques de Matignon
    Jacques de Matignon was a French nobleman from the influential Matignon family, historically significant for his high-ranking roles and alliances within the French aristocracy.
  • C. Jean-Yves Le Drian (as Minister of Foreign Affairs of France)
    Jean-Yves Le Drian is a French politician who served as France’s Minister for Europe and Foreign Affairs, playing a key role in shaping the country’s diplomatic and international security policies.
  • D. Bernard Cazeneuve
    Bernard Cazeneuve is a French Socialist politician who served as Prime Minister of France from 2016 to 2017, after previously holding key ministerial posts including Minister of the Interior.
  • E. Minister of Justice of France
    The Minister of Justice of France is the government official who heads the justice ministry, oversees the judicial system and public prosecutions, and serves as the nation’s Keeper of the Seals.
  • 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_69c68884a9388190af42f90d1c1a7151 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e6703ad88190a498665500fee5a1 completed March 27, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a341ede88190b43f26f1dad7bf70 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a41986308190ac540663ddfd6802 completed March 28, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4be1cbc8190a7e4eb91d604f994 completed March 28, 2026, 9:51 a.m.
Created at: March 27, 2026, 2:45 p.m.