Triple

T10131124
Position Surface form Disambiguated ID Type / Status
Subject Robert Hue E226338 entity
Predicate spouse P13 FINISHED
Object Evelyne Hue
Evelyne Hue is known as the wife of French politician Robert Hue, former leader of the French Communist Party.
 E881622 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: Evelyne Hue | Statement: [Robert Hue, spouse, Evelyne Hue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Evelyne Hue
Context triple: [Robert Hue, spouse, Evelyne Hue]
  • A. Evelyne Brancart
    Evelyne Brancart is a Belgian-born classical pianist and respected pedagogue known for her influential teaching career at major music institutions in the United States.
  • B. Hélène Rytmann
    Hélène Rytmann was a French revolutionary activist and sociologist, best known for her involvement in leftist politics and for being murdered by her husband, the philosopher Louis Althusser.
  • C. Françoise Schein
    Françoise Schein is a Belgian-born artist and architect known for large-scale public artworks, often in metro stations, that integrate human rights themes and typographic design.
  • D. Hélène Faussart
    Hélène Faussart is a French singer best known as one half of the Grammy-nominated neo-soul and Afrocentric R&B duo Les Nubians.
  • E. Anne Louvet
    Anne Louvet is the young, emotionally scarred waitress whose love affair with a married man drives the tragic romantic and political drama of Sebastian Faulks’s novel "The Girl at the Lion d'Or."
  • 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: Evelyne Hue
Triple: [Robert Hue, spouse, Evelyne Hue]
Generated description
Evelyne Hue is known as the wife of French politician Robert Hue, former leader of the French Communist Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Evelyne Hue
Target entity description: Evelyne Hue is known as the wife of French politician Robert Hue, former leader of the French Communist Party.
  • A. Evelyne Brancart
    Evelyne Brancart is a Belgian-born classical pianist and respected pedagogue known for her influential teaching career at major music institutions in the United States.
  • B. Hélène Rytmann
    Hélène Rytmann was a French revolutionary activist and sociologist, best known for her involvement in leftist politics and for being murdered by her husband, the philosopher Louis Althusser.
  • C. Françoise Schein
    Françoise Schein is a Belgian-born artist and architect known for large-scale public artworks, often in metro stations, that integrate human rights themes and typographic design.
  • D. Hélène Faussart
    Hélène Faussart is a French singer best known as one half of the Grammy-nominated neo-soul and Afrocentric R&B duo Les Nubians.
  • E. Anne Louvet
    Anne Louvet is the young, emotionally scarred waitress whose love affair with a married man drives the tragic romantic and political drama of Sebastian Faulks’s novel "The Girl at the Lion d'Or."
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd33557a88190b5fb1938646d8532 completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb6cbdd30819087c3d980ab68c44e completed April 12, 2026, 3:14 p.m.
NEDg Description generation batch_69dbbb8b0e5c8190afa9aaa134bcebf2 completed April 12, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69dbbc3ce1008190a16d442a22d45967 completed April 12, 2026, 3:37 p.m.
Created at: March 30, 2026, 9:06 p.m.