Triple

T6901030
Position Surface form Disambiguated ID Type / Status
Subject René Lévesque E159492 entity
Predicate spouse P13 FINISHED
Object Louise L’Heureux
Louise L’Heureux was the wife of prominent Quebec premier and sovereigntist leader René Lévesque.
E627174 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: Louise L’Heureux | Statement: [René Lévesque, spouse, Louise L’Heureux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise L’Heureux
Context triple: [René Lévesque, spouse, Louise L’Heureux]
  • A. Suzanne Cloutier
    Suzanne Cloutier was a Canadian actress best known for her work in mid-20th-century European cinema, including roles in films by directors such as Orson Welles.
  • B. Louise Arbour
    Louise Arbour is a Canadian jurist and former UN High Commissioner for Human Rights known for her pioneering work in international criminal law and human rights advocacy.
  • C. Judith Duchesne
    Judith Duchesne was a French colonial woman in New France best known as the mother of Charles Le Moyne de Longueuil et de Châteauguay, a prominent military officer and seigneur in early Canadian history.
  • D. Valérie Plante
    Valérie Plante is a Canadian politician who became the first female mayor of Montreal, known for her focus on public transit, housing, and sustainable urban development.
  • E. Thérèse Vanier
    Thérèse Vanier was a British-Canadian physician and palliative care pioneer, known for her work with the L'Arche communities and contributions to hospice medicine.
  • 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: Louise L’Heureux
Triple: [René Lévesque, spouse, Louise L’Heureux]
Generated description
Louise L’Heureux was the wife of prominent Quebec premier and sovereigntist leader René Lévesque.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise L’Heureux
Target entity description: Louise L’Heureux was the wife of prominent Quebec premier and sovereigntist leader René Lévesque.
  • A. Suzanne Cloutier
    Suzanne Cloutier was a Canadian actress best known for her work in mid-20th-century European cinema, including roles in films by directors such as Orson Welles.
  • B. Louise Arbour
    Louise Arbour is a Canadian jurist and former UN High Commissioner for Human Rights known for her pioneering work in international criminal law and human rights advocacy.
  • C. Judith Duchesne
    Judith Duchesne was a French colonial woman in New France best known as the mother of Charles Le Moyne de Longueuil et de Châteauguay, a prominent military officer and seigneur in early Canadian history.
  • D. Valérie Plante
    Valérie Plante is a Canadian politician who became the first female mayor of Montreal, known for her focus on public transit, housing, and sustainable urban development.
  • E. Thérèse Vanier
    Thérèse Vanier was a British-Canadian physician and palliative care pioneer, known for her work with the L'Arche communities and contributions to hospice medicine.
  • 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_69c6883822e0819091e321526f20ae0a completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9603f448190bb9f963c17ca206d completed March 27, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748f0dc448190914e38d780644698 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749f7ab5c8190ab823fac27f7484d completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74a6f828c8190bf0cc56227b1a5b2 completed March 28, 2026, 3:26 a.m.
Created at: March 27, 2026, 2:24 p.m.