Triple

T198615
Position Surface form Disambiguated ID Type / Status
Subject Justin Trudeau E4051 entity
Predicate spouse P13 FINISHED
Object Sophie Grégoire Trudeau
Sophie Grégoire Trudeau is a Canadian television host, public speaker, and advocate for mental health and women's and children's rights, known internationally as the former wife of Canadian Prime Minister Justin Trudeau.
 E26889 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: Sophie Grégoire Trudeau | Statement: [Justin Trudeau, spouse, Sophie Grégoire Trudeau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sophie Grégoire Trudeau
Context triple: [Justin Trudeau, spouse, Sophie Grégoire Trudeau]
  • A. Jean Kennedy Smith
    Jean Kennedy Smith was an American diplomat, humanitarian, and member of the Kennedy political family who served as U.S. Ambassador to Ireland and founded the arts and disability organization VSA.
  • B. Caroline Kennedy
    Caroline Kennedy is an American author, attorney, and diplomat who has served as U.S. ambassador to Japan and Australia and is the only surviving child of President John F. Kennedy.
  • C. Margaret Trudeau
    Margaret Trudeau is a Canadian author, mental health advocate, and former wife of Prime Minister Pierre Trudeau, known for her high-profile public life and candid discussions of bipolar disorder.
  • D. Hope Hicks
    Hope Hicks is an American public relations executive and political advisor best known for serving as White House Communications Director and a close aide to Donald Trump.
  • E. Claudine Gay
    Claudine Gay is an American political scientist and academic leader who served as the 30th president of Harvard University and the first Black person to hold the position.
  • 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: Sophie Grégoire Trudeau
Triple: [Justin Trudeau, spouse, Sophie Grégoire Trudeau]
Generated description
Sophie Grégoire Trudeau is a Canadian television host, public speaker, and advocate for mental health and women's and children's rights, known internationally as the former wife of Canadian Prime Minister Justin Trudeau.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sophie Grégoire Trudeau
Target entity description: Sophie Grégoire Trudeau is a Canadian television host, public speaker, and advocate for mental health and women's and children's rights, known internationally as the former wife of Canadian Prime Minister Justin Trudeau.
  • A. Jean Kennedy Smith
    Jean Kennedy Smith was an American diplomat, humanitarian, and member of the Kennedy political family who served as U.S. Ambassador to Ireland and founded the arts and disability organization VSA.
  • B. Caroline Kennedy
    Caroline Kennedy is an American author, attorney, and diplomat who has served as U.S. ambassador to Japan and Australia and is the only surviving child of President John F. Kennedy.
  • C. Margaret Trudeau
    Margaret Trudeau is a Canadian author, mental health advocate, and former wife of Prime Minister Pierre Trudeau, known for her high-profile public life and candid discussions of bipolar disorder.
  • D. Hope Hicks
    Hope Hicks is an American public relations executive and political advisor best known for serving as White House Communications Director and a close aide to Donald Trump.
  • E. Claudine Gay
    Claudine Gay is an American political scientist and academic leader who served as the 30th president of Harvard University and the first Black person to hold the position.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25bcb2c7c8190b0e031e93651182a completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a332c7afc48190a65c7e71260c84b4 completed Feb. 28, 2026, 6:24 p.m.
NEDg Description generation batch_69a333db134881909dc3449ddb328de6 completed Feb. 28, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69a3341c18c48190970fa40501d9b6fc completed Feb. 28, 2026, 6:29 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.