Triple

T17240663
Position Surface form Disambiguated ID Type / Status
Subject Ken Kessler E418487 entity
Predicate hasFullName P16 FINISHED
Object Ken Kessler
Ken Kessler is a British hi-fi journalist and audio historian known for his writings on high-end audio equipment and the history of notable audio brands.
 E1278468 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: Ken Kessler | Statement: [Ken Kessler, hasFullName, Ken Kessler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ken Kessler
Context triple: [Ken Kessler, hasFullName, Ken Kessler]
  • A. Ken Kessler
    Ken Kessler is a meek, put-upon businessman who becomes entangled in a chaotic kidnapping scheme in the dark comedy film "Ruthless People."
  • B. Mitch Kessler
    Mitch Kessler is a central fictional news anchor in the drama series "The Morning Show," whose fall from grace amid a sexual misconduct scandal drives much of the show's exploration of power and accountability in media.
  • C. Michael Kessler
    Michael Kessler is a German actor and comedian known for his work in film, television, and sketch comedy.
  • D. Brian Kessler
    Brian Kessler is a young writer and true-crime enthusiast who embarks on a cross-country road trip to research serial killers in the film "Kalifornia."
  • E. Ken Kelsch
    Ken Kelsch was an American cinematographer and occasional producer known for his gritty visual style and frequent collaborations with director Abel Ferrara.
  • 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: Ken Kessler
Triple: [Ken Kessler, hasFullName, Ken Kessler]
Generated description
Ken Kessler is a British hi-fi journalist and audio historian known for his writings on high-end audio equipment and the history of notable audio brands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ken Kessler
Target entity description: Ken Kessler is a British hi-fi journalist and audio historian known for his writings on high-end audio equipment and the history of notable audio brands.
  • A. Ken Kessler
    Ken Kessler is a meek, put-upon businessman who becomes entangled in a chaotic kidnapping scheme in the dark comedy film "Ruthless People."
  • B. Mitch Kessler
    Mitch Kessler is a central fictional news anchor in the drama series "The Morning Show," whose fall from grace amid a sexual misconduct scandal drives much of the show's exploration of power and accountability in media.
  • C. Michael Kessler
    Michael Kessler is a German actor and comedian known for his work in film, television, and sketch comedy.
  • D. Brian Kessler
    Brian Kessler is a young writer and true-crime enthusiast who embarks on a cross-country road trip to research serial killers in the film "Kalifornia."
  • E. Ken Kelsch
    Ken Kelsch was an American cinematographer and occasional producer known for his gritty visual style and frequent collaborations with director Abel Ferrara.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42e1f385c8190ae44e702923b6f66 completed April 19, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e8046244819082035ede10b30932 completed May 11, 2026, 2:30 p.m.
NEDg Description generation batch_6a01ed2f47508190a498d3d4413a0142 completed May 11, 2026, 2:52 p.m.
NED2 Entity disambiguation (via description) batch_6a01ee1e58908190896021defae93946 completed May 11, 2026, 2:56 p.m.
Created at: April 10, 2026, 5:39 a.m.