Triple

T6828716
Position Surface form Disambiguated ID Type / Status
Subject The Ethicist E157081 entity
Predicate notableAuthor P4290 FINISHED
Object Chuck Klosterman
Chuck Klosterman is an American author and essayist known for his pop culture criticism, philosophical humor, and bestselling collections of essays and cultural commentary.
E622154 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: Chuck Klosterman | Statement: [The Ethicist, notableAuthor, Chuck Klosterman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Klosterman
Context triple: [The Ethicist, notableAuthor, Chuck Klosterman]
  • A. Alex Hutchinson
    Alex Hutchinson is a video game designer and creative director best known for leading major titles at Ubisoft, including work on the Assassin’s Creed series.
  • B. Nicholson Baker
    Nicholson Baker is an American novelist and essayist known for his meticulous attention to everyday detail, inventive prose style, and works such as "The Mezzanine" and "Vox."
  • C. Bill Morris
    Bill Morris is a prominent British trade union leader who became the first Black general secretary of a major UK trade union and later a life peer in the House of Lords.
  • D. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • E. Stephen Oremus
    Stephen Oremus is a Tony Award–winning American music director, arranger, and orchestrator known for his work on major Broadway musicals such as Kinky Boots, The Book of Mormon, and Wicked.
  • 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: Chuck Klosterman
Triple: [The Ethicist, notableAuthor, Chuck Klosterman]
Generated description
Chuck Klosterman is an American author and essayist known for his pop culture criticism, philosophical humor, and bestselling collections of essays and cultural commentary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Klosterman
Target entity description: Chuck Klosterman is an American author and essayist known for his pop culture criticism, philosophical humor, and bestselling collections of essays and cultural commentary.
  • A. Alex Hutchinson
    Alex Hutchinson is a video game designer and creative director best known for leading major titles at Ubisoft, including work on the Assassin’s Creed series.
  • B. Nicholson Baker
    Nicholson Baker is an American novelist and essayist known for his meticulous attention to everyday detail, inventive prose style, and works such as "The Mezzanine" and "Vox."
  • C. Bill Morris
    Bill Morris is a prominent British trade union leader who became the first Black general secretary of a major UK trade union and later a life peer in the House of Lords.
  • D. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • E. Stephen Oremus
    Stephen Oremus is a Tony Award–winning American music director, arranger, and orchestrator known for his work on major Broadway musicals such as Kinky Boots, The Book of Mormon, and Wicked.
  • 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6254bd88190a2a424537c2c12e2 completed March 27, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723f49bdc8190af39b34dbaf3f0c9 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724d7f0308190abb494ea663ceeb9 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c72568866c8190bf88a02e566d5c3a completed March 28, 2026, 12:48 a.m.
Created at: March 27, 2026, 2:18 p.m.