Triple
T6363777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Léon Walras |
E143174
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Aline Sainte-Beuve
Aline Sainte-Beuve was the wife of French economist Léon Walras, a key figure in the development of marginalist economic theory.
|
E588140
|
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: Aline Sainte-Beuve | Statement: [Léon Walras, spouse, Aline Sainte-Beuve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aline Sainte-Beuve Context triple: [Léon Walras, spouse, Aline Sainte-Beuve]
-
A.
Jules de Goncourt
Jules de Goncourt was a 19th-century French writer and diarist, best known for co-authoring influential novels and journals with his brother Edmond and for inspiring France’s prestigious Prix Goncourt literary award.
-
B.
Marguerite Gautier
Marguerite Gautier is the tragic courtesan heroine of Alexandre Dumas fils’ novel and play "La Dame aux Camélias," widely adapted in theater and film, including under the title "Camille."
-
C.
Edmond de Goncourt
Edmond de Goncourt was a 19th-century French writer, art critic, and founder of the Académie Goncourt, best known for establishing the prestigious literary prize that bears his name.
-
D.
Octave Mirbeau
Octave Mirbeau was a French novelist, art critic, and journalist of the late 19th and early 20th centuries, known for works such as "The Torture Garden" and his involvement in the Dreyfus Affair.
-
E.
Jean Paulhan
Jean Paulhan was a prominent 20th-century French writer, critic, and influential editor of the Nouvelle Revue Française, known for shaping modern French literature and thought.
- 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: Aline Sainte-Beuve Triple: [Léon Walras, spouse, Aline Sainte-Beuve]
Generated description
Aline Sainte-Beuve was the wife of French economist Léon Walras, a key figure in the development of marginalist economic theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aline Sainte-Beuve Target entity description: Aline Sainte-Beuve was the wife of French economist Léon Walras, a key figure in the development of marginalist economic theory.
-
A.
Jules de Goncourt
Jules de Goncourt was a 19th-century French writer and diarist, best known for co-authoring influential novels and journals with his brother Edmond and for inspiring France’s prestigious Prix Goncourt literary award.
-
B.
Marguerite Gautier
Marguerite Gautier is the tragic courtesan heroine of Alexandre Dumas fils’ novel and play "La Dame aux Camélias," widely adapted in theater and film, including under the title "Camille."
-
C.
Edmond de Goncourt
Edmond de Goncourt was a 19th-century French writer, art critic, and founder of the Académie Goncourt, best known for establishing the prestigious literary prize that bears his name.
-
D.
Octave Mirbeau
Octave Mirbeau was a French novelist, art critic, and journalist of the late 19th and early 20th centuries, known for works such as "The Torture Garden" and his involvement in the Dreyfus Affair.
-
E.
Jean Paulhan
Jean Paulhan was a prominent 20th-century French writer, critic, and influential editor of the Nouvelle Revue Française, known for shaping modern French literature and thought.
- 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_69c008d7a9c4819098d647ec47776917 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0680d51a4819098a6bcd3dfd73be4 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d73a6ac8190a02602c3506e4226 |
completed | March 27, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_69c62f2abb7481909a8d6b6a3b07db37 |
completed | March 27, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62fcd18a0819089fa5f5912f432aa |
completed | March 27, 2026, 7:20 a.m. |
Created at: March 22, 2026, 4:32 p.m.