Triple

T199437
Position Surface form Disambiguated ID Type / Status
Subject French Ministry of Culture E4068 entity
Predicate firstMinister P8029 FINISHED
Object André Malraux
André Malraux was a prominent 20th-century French novelist, art theorist, and statesman closely associated with Charles de Gaulle and known for his influential role in shaping modern French cultural policy.
E25276 NE FINISHED

How this triple was built (5 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: André Malraux | Statement: [French Ministry of Culture, firstMinister, André Malraux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: André Malraux
Context triple: [French Ministry of Culture, firstMinister, André Malraux]
  • A. Émile Zola
    Émile Zola was a leading 19th-century French novelist, critic, and public intellectual whose socially engaged, naturalist works and interventions like the "J'accuse…!" letter made him a central figure in modern European literature and politics.
  • B. Alfred Sauvy
    Alfred Sauvy was a French demographer, sociologist, and economist best known for introducing the term "Third World" to describe countries not aligned with either the Western or Eastern blocs during the Cold War.
  • C. Émile Nouguier
    Émile Nouguier was a French civil engineer best known as one of the principal designers of the Eiffel Tower.
  • D. Max Frisch
    Max Frisch was a prominent Swiss playwright and novelist known for works such as "Homo Faber" and "I'm Not Stiller," which explore identity, responsibility, and the nature of modern life.
  • E. Sully Prudhomme
    Sully Prudhomme was a French poet and essayist best known as the inaugural recipient of the Nobel Prize in Literature in 1901.
  • 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: André Malraux
Triple: [French Ministry of Culture, firstMinister, André Malraux]
Generated description
André Malraux was a prominent 20th-century French novelist, art theorist, and statesman closely associated with Charles de Gaulle and known for his influential role in shaping modern French cultural policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: André Malraux
Target entity description: André Malraux was a prominent 20th-century French novelist, art theorist, and statesman closely associated with Charles de Gaulle and known for his influential role in shaping modern French cultural policy.
  • A. Émile Zola
    Émile Zola was a leading 19th-century French novelist, critic, and public intellectual whose socially engaged, naturalist works and interventions like the "J'accuse…!" letter made him a central figure in modern European literature and politics.
  • B. Alfred Sauvy
    Alfred Sauvy was a French demographer, sociologist, and economist best known for introducing the term "Third World" to describe countries not aligned with either the Western or Eastern blocs during the Cold War.
  • C. Émile Nouguier
    Émile Nouguier was a French civil engineer best known as one of the principal designers of the Eiffel Tower.
  • D. Max Frisch
    Max Frisch was a prominent Swiss playwright and novelist known for works such as "Homo Faber" and "I'm Not Stiller," which explore identity, responsibility, and the nature of modern life.
  • E. Sully Prudhomme
    Sully Prudhomme was a French poet and essayist best known as the inaugural recipient of the Nobel Prize in Literature in 1901.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstMinister
Context triple: [French Ministry of Culture, firstMinister, André Malraux]
  • A. primeMinisterOf
    Indicates that a person holds the office of prime minister as the head of government of a specified country or political entity.
  • B. firstPrimeMinister
    Indicates that one entity is the first person to hold the office of prime minister of the other entity.
  • C. predecessorAsPrimeMinister
    Indicates that one person previously held the office of Prime Minister immediately before another person.
  • D. notablePrimeMinister
    Indicates that the subject served as a prime minister and is recognized as particularly important, influential, or distinguished in that role.
  • E. associatedPrimeMinisterLikeFigure
    Indicates a relationship where an entity is linked to another entity that functions in a role similar to that of a prime minister, without necessarily holding the formal title.
  • F. None of above. chosen

Provenance (7 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25bcc6dc88190b8c24b485588dfe4 completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a31c9530a88190b04a08b521fcd207 completed Feb. 28, 2026, 4:49 p.m.
NEDg Description generation batch_69a31e77d1548190a1cd9e38e57d1da7 completed Feb. 28, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69a31ecd935c8190bce5ebe024568e7e completed Feb. 28, 2026, 4:58 p.m.
PD Predicate disambiguation batch_69a25b4886b48190b46fd2244648a098 completed Feb. 28, 2026, 3:04 a.m.
PDg Predicate description generation batch_69a25bc6ba208190aa8bec59d32f95fd completed Feb. 28, 2026, 3:06 a.m.
Created at: Feb. 28, 2026, 2:44 a.m.