Triple

T1878667
Position Surface form Disambiguated ID Type / Status
Subject Holly Branson E39801 entity
Predicate coAuthor P398 FINISHED
Object Marc Kielburger
Marc Kielburger is a Canadian social entrepreneur, co-founder of the WE Charity (formerly Free The Children), and prominent advocate for youth empowerment and global social justice.
E213088 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: Marc Kielburger | Statement: [Holly Branson, coAuthor, Marc Kielburger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marc Kielburger
Context triple: [Holly Branson, coAuthor, Marc Kielburger]
  • A. Craig Kielburger
    Craig Kielburger is a Canadian human rights activist and social entrepreneur best known as the co-founder of the youth-focused charity WE (formerly Free The Children).
  • B. John Hirschbeck
    John Hirschbeck is a former Major League Baseball umpire who worked in the league for decades and officiated multiple World Series.
  • C. Dan Peter McKenzie
    Dan Peter McKenzie is a British geophysicist renowned as one of the founders of plate tectonic theory and a leading figure in solid Earth geophysics.
  • D. Ian Pilger
    Ian Pilger is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Pilger.
  • E. Donald Meek
    Donald Meek was a Scottish-born American character actor known for his distinctive, mild-mannered roles in numerous Hollywood films of the 1930s and 1940s.
  • 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: Marc Kielburger
Triple: [Holly Branson, coAuthor, Marc Kielburger]
Generated description
Marc Kielburger is a Canadian social entrepreneur, co-founder of the WE Charity (formerly Free The Children), and prominent advocate for youth empowerment and global social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marc Kielburger
Target entity description: Marc Kielburger is a Canadian social entrepreneur, co-founder of the WE Charity (formerly Free The Children), and prominent advocate for youth empowerment and global social justice.
  • A. Craig Kielburger
    Craig Kielburger is a Canadian human rights activist and social entrepreneur best known as the co-founder of the youth-focused charity WE (formerly Free The Children).
  • B. John Hirschbeck
    John Hirschbeck is a former Major League Baseball umpire who worked in the league for decades and officiated multiple World Series.
  • C. Dan Peter McKenzie
    Dan Peter McKenzie is a British geophysicist renowned as one of the founders of plate tectonic theory and a leading figure in solid Earth geophysics.
  • D. Ian Pilger
    Ian Pilger is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Pilger.
  • E. Donald Meek
    Donald Meek was a Scottish-born American character actor known for his distinctive, mild-mannered roles in numerous Hollywood films of the 1930s and 1940s.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0f8e9f08190a210440823fad69e completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeae44f6c8190a5924609863030a4 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adebc28ae88190bd954d9634f08059 completed March 8, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69adec25a87081908f098df81de6eafb completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:34 p.m.