Triple

T2559559
Position Surface form Disambiguated ID Type / Status
Subject Nicolas Sarkozy E57209 entity
Predicate spouse P13 FINISHED
Object Marie-Dominique Culioli
Marie-Dominique Culioli is a French woman best known as the first wife of former French president Nicolas Sarkozy.
E416539 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: Marie-Dominique Culioli | Statement: [Nicolas Sarkozy, spouse, Marie-Dominique Culioli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie-Dominique Culioli
Context triple: [Nicolas Sarkozy, spouse, Marie-Dominique Culioli]
  • A. Henri Contet
    Henri Contet was a French lyricist known for writing songs for prominent chanson artists in the mid-20th century.
  • B. Léon Boyer
    Léon Boyer was a French civil engineer best known for designing major 19th-century railway structures, including the Garabit Viaduct.
  • C. Gaston Cousin
    Gaston Cousin was a French architect best known for his role in designing Paris’s ornate Pont Alexandre III, one of the city’s most celebrated bridges.
  • D. Georges Récipon
    Georges Récipon was a French sculptor best known for his ornate allegorical sculptures and monumental works in Paris during the late 19th and early 20th centuries.
  • E. Maurice Bailloud
    Maurice Bailloud was a French sports official best known for delivering the judges' oath at the 1960 Summer Olympics in Rome.
  • 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: Marie-Dominique Culioli
Triple: [Nicolas Sarkozy, spouse, Marie-Dominique Culioli]
Generated description
Marie-Dominique Culioli is a French woman best known as the first wife of former French president Nicolas Sarkozy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie-Dominique Culioli
Target entity description: Marie-Dominique Culioli is a French woman best known as the first wife of former French president Nicolas Sarkozy.
  • A. Henri Contet
    Henri Contet was a French lyricist known for writing songs for prominent chanson artists in the mid-20th century.
  • B. Léon Boyer
    Léon Boyer was a French civil engineer best known for designing major 19th-century railway structures, including the Garabit Viaduct.
  • C. Gaston Cousin
    Gaston Cousin was a French architect best known for his role in designing Paris’s ornate Pont Alexandre III, one of the city’s most celebrated bridges.
  • D. Georges Récipon
    Georges Récipon was a French sculptor best known for his ornate allegorical sculptures and monumental works in Paris during the late 19th and early 20th centuries.
  • E. Maurice Bailloud
    Maurice Bailloud was a French sports official best known for delivering the judges' oath at the 1960 Summer Olympics in Rome.
  • 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_69ab4a4ef9008190a0e6d4422b9418b7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd333370c8190b1d64ec99e999913 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69b57f00b4548190bf7c1ff7eac7043c completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b57f8f3f508190b9129a200a95df58 completed March 14, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69b57fe9c5b081908b55882d861dc014 completed March 14, 2026, 3:34 p.m.
Created at: March 6, 2026, 9:48 p.m.