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.