Triple

T19983840
Position Surface form Disambiguated ID Type / Status
Subject Career of Evil E493884 entity
Predicate featuresCharacter P626 FINISHED
Object Jeff Whittaker
Jeff Whittaker is a manipulative and abusive antagonist in Robert Galbraith’s Cormoran Strike series, most notably portrayed as Strike’s despised former stepfather.
E1404852 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: Jeff Whittaker | Statement: [Career of Evil, featuresCharacter, Jeff Whittaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Whittaker
Context triple: [Career of Evil, featuresCharacter, Jeff Whittaker]
  • A. Darin Whittington
    Darin Whittington is a music producer best known for his work on the track "Anytime."
  • B. Steve Whittaker
    Steve Whittaker is a prominent human-computer interaction researcher known for his influential work on digital memory, communication, and information management, recognized with the SIGCHI Lifetime Achievement Award.
  • C. Ben Whittaker
    Ben Whittaker is the retired widower who becomes a senior intern at an online fashion startup in the film "The Intern," serving as the movie’s warm, wise, and stabilizing central figure.
  • D. Roy Whittaker
    Roy Whittaker is a notable individual who shares the Whittaker surname and has achieved sufficient recognition to be specifically identified as a distinguished bearer of that name.
  • E. Brian Wilkins
    Brian Wilkins is a television producer best known for serving as an executive producer on the series "Hand of God."
  • 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: Jeff Whittaker
Triple: [Career of Evil, featuresCharacter, Jeff Whittaker]
Generated description
Jeff Whittaker is a manipulative and abusive antagonist in Robert Galbraith’s Cormoran Strike series, most notably portrayed as Strike’s despised former stepfather.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Whittaker
Target entity description: Jeff Whittaker is a manipulative and abusive antagonist in Robert Galbraith’s Cormoran Strike series, most notably portrayed as Strike’s despised former stepfather.
  • A. Darin Whittington
    Darin Whittington is a music producer best known for his work on the track "Anytime."
  • B. Steve Whittaker
    Steve Whittaker is a prominent human-computer interaction researcher known for his influential work on digital memory, communication, and information management, recognized with the SIGCHI Lifetime Achievement Award.
  • C. Ben Whittaker
    Ben Whittaker is the retired widower who becomes a senior intern at an online fashion startup in the film "The Intern," serving as the movie’s warm, wise, and stabilizing central figure.
  • D. Roy Whittaker
    Roy Whittaker is a notable individual who shares the Whittaker surname and has achieved sufficient recognition to be specifically identified as a distinguished bearer of that name.
  • E. Brian Wilkins
    Brian Wilkins is a television producer best known for serving as an executive producer on the series "Hand of God."
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65d157d088190af861608936e59b7 completed April 20, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fddf60a481908f80b945de7fa52a completed May 16, 2026, 5:17 a.m.
NEDg Description generation batch_6a07fe72f47c8190b63c6f528656329e completed May 16, 2026, 5:19 a.m.
NED2 Entity disambiguation (via description) batch_6a080261c6f88190a2ede168aab944b6 completed May 16, 2026, 5:36 a.m.
Created at: April 11, 2026, 3:28 p.m.