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.