Triple

T19951825
Position Surface form Disambiguated ID Type / Status
Subject Steyn E479574 entity
Predicate hasNotableBearer P458 FINISHED
Object Mark Steyn
Mark Steyn is a Canadian-born conservative commentator, author, and broadcaster known for his provocative writings on politics, culture, and demographic change.
 E1402863 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: Mark Steyn | Statement: [Steyn, hasNotableBearer, Mark Steyn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Steyn
Context triple: [Steyn, hasNotableBearer, Mark Steyn]
  • A. P. J. O’Rourke
    P. J. O’Rourke was an American political satirist, journalist, and author known for his sharp, libertarian-leaning humor and best-selling books on politics and culture.
  • B. Robert Colbert
    Robert Colbert is an American actor best known for his role as Dr. Doug Phillips on the 1960s science fiction television series "The Time Tunnel."
  • C. Jonah Goldberg
    Jonah Goldberg is an American conservative political commentator, author, and columnist known for his work with National Review and his critiques of both left-wing and right-wing populism.
  • D. David Frum
    David Frum is a Canadian-American political commentator and former George W. Bush speechwriter best known for coining the phrase "axis of evil" and for his conservative yet often Trump-critical analysis.
  • E. John Derbyshire
    John Derbyshire is a British-born American writer and commentator known for his popular mathematics books and controversial political essays.
  • 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: Mark Steyn
Triple: [Steyn, hasNotableBearer, Mark Steyn]
Generated description
Mark Steyn is a Canadian-born conservative commentator, author, and broadcaster known for his provocative writings on politics, culture, and demographic change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Steyn
Target entity description: Mark Steyn is a Canadian-born conservative commentator, author, and broadcaster known for his provocative writings on politics, culture, and demographic change.
  • A. P. J. O’Rourke
    P. J. O’Rourke was an American political satirist, journalist, and author known for his sharp, libertarian-leaning humor and best-selling books on politics and culture.
  • B. Robert Colbert
    Robert Colbert is an American actor best known for his role as Dr. Doug Phillips on the 1960s science fiction television series "The Time Tunnel."
  • C. Jonah Goldberg
    Jonah Goldberg is an American conservative political commentator, author, and columnist known for his work with National Review and his critiques of both left-wing and right-wing populism.
  • D. David Frum
    David Frum is a Canadian-American political commentator and former George W. Bush speechwriter best known for coining the phrase "axis of evil" and for his conservative yet often Trump-critical analysis.
  • E. John Derbyshire
    John Derbyshire is a British-born American writer and commentator known for his popular mathematics books and controversial political essays.
  • 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_69d8e522a17c819095165d4d24939fd8 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a6c87388190a1bada3117acaf7b completed April 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6f4cc5881908c2cfea5fdfa1357 completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f83250fc8190bdcf86f1981e47f6 completed May 16, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_6a07f8c025488190bdc06977f07e6ddc completed May 16, 2026, 4:55 a.m.
Created at: April 10, 2026, 1:54 p.m.