Triple

T2768199
Position Surface form Disambiguated ID Type / Status
Subject Socialist Party (France) E61386 entity
Predicate hasPresident P112 FINISHED
Object Martine Aubry
Martine Aubry is a French politician and longtime member of the Socialist Party, known for serving as Minister of Labour and as mayor of Lille, and for introducing the 35-hour workweek in France.
E297148 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: Martine Aubry | Statement: [Socialist Party (France), hasPresident, Martine Aubry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martine Aubry
Context triple: [Socialist Party (France), hasPresident, Martine Aubry]
  • A. 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.
  • B. Rachida Dati
    Rachida Dati is a French politician and former Minister of Justice known for being a prominent figure in the center-right Les Républicains party.
  • C. Valérie Pécresse
    Valérie Pécresse is a French center-right politician who has served as president of the Île-de-France regional council and was a prominent candidate in the 2022 French presidential election.
  • D. Mazarine Pingeot
    Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French president François Mitterrand.
  • E. Édith Cresson
    Édith Cresson is a French politician who served as France’s first female prime minister in the early 1990s.
  • 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: Martine Aubry
Triple: [Socialist Party (France), hasPresident, Martine Aubry]
Generated description
Martine Aubry is a French politician and longtime member of the Socialist Party, known for serving as Minister of Labour and as mayor of Lille, and for introducing the 35-hour workweek in France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martine Aubry
Target entity description: Martine Aubry is a French politician and longtime member of the Socialist Party, known for serving as Minister of Labour and as mayor of Lille, and for introducing the 35-hour workweek in France.
  • A. 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.
  • B. Rachida Dati
    Rachida Dati is a French politician and former Minister of Justice known for being a prominent figure in the center-right Les Républicains party.
  • C. Valérie Pécresse
    Valérie Pécresse is a French center-right politician who has served as president of the Île-de-France regional council and was a prominent candidate in the 2022 French presidential election.
  • D. Mazarine Pingeot
    Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French president François Mitterrand.
  • E. Édith Cresson
    Édith Cresson is a French politician who served as France’s first female prime minister in the early 1990s.
  • 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.