Triple

T8532483
Position Surface form Disambiguated ID Type / Status
Subject Jean-Pierre Raffarin E201987 entity
Predicate spouse P13 FINISHED
Object Anne-Marie Raffarin
Anne-Marie Raffarin is the wife of former French Prime Minister Jean-Pierre Raffarin and a figure associated with French political and social circles.
 E740222 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: Anne-Marie Raffarin | Statement: [Jean-Pierre Raffarin, spouse, Anne-Marie Raffarin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anne-Marie Raffarin
Context triple: [Jean-Pierre Raffarin, spouse, Anne-Marie Raffarin]
  • A. Lionel Jospin
    Lionel Jospin is a French Socialist politician who served as Prime Minister of France from 1997 to 2002 and was a prominent figure on the French left.
  • B. Dominique de Villepin
    Dominique de Villepin is a French politician and diplomat who served as Prime Minister of France in the mid-2000s and is known internationally for his outspoken opposition to the 2003 Iraq War at the United Nations.
  • C. Véronique Cazeneuve
    Véronique Cazeneuve is a French figure known primarily as the wife of former Prime Minister Bernard Cazeneuve.
  • D. Brigitte Ayrault
    Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
  • E. Édith Cresson
    Édith Cresson is a French politician who served as France’s first female prime minister in the early 1990s.
  • 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: Anne-Marie Raffarin
Triple: [Jean-Pierre Raffarin, spouse, Anne-Marie Raffarin]
Generated description
Anne-Marie Raffarin is the wife of former French Prime Minister Jean-Pierre Raffarin and a figure associated with French political and social circles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anne-Marie Raffarin
Target entity description: Anne-Marie Raffarin is the wife of former French Prime Minister Jean-Pierre Raffarin and a figure associated with French political and social circles.
  • A. Lionel Jospin
    Lionel Jospin is a French Socialist politician who served as Prime Minister of France from 1997 to 2002 and was a prominent figure on the French left.
  • B. Dominique de Villepin
    Dominique de Villepin is a French politician and diplomat who served as Prime Minister of France in the mid-2000s and is known internationally for his outspoken opposition to the 2003 Iraq War at the United Nations.
  • C. Véronique Cazeneuve
    Véronique Cazeneuve is a French figure known primarily as the wife of former Prime Minister Bernard Cazeneuve.
  • D. Brigitte Ayrault
    Brigitte Ayrault is a French educator and public figure best known as the wife of former Prime Minister Jean-Marc Ayrault.
  • E. Édith Cresson
    Édith Cresson is a French politician who served as France’s first female prime minister in the early 1990s.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe676e2ac8190b65a3d2a935776fd completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d70f81881908ac784608ad7a2aa completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:17 p.m.