Triple

T12312102
Position Surface form Disambiguated ID Type / Status
Subject Dirk Gently's Holistic Detective Agency (2016 TV series) E293503 entity
Predicate character P662 FINISHED
Object Sgt. Hugo Friedkin
Sgt. Hugo Friedkin is a volatile and dim-witted government agent in the 2016 TV series "Dirk Gently's Holistic Detective Agency," known for his impulsive behavior and eventual, awkward moral awakening.
E973254 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: Sgt. Hugo Friedkin | Statement: [Dirk Gently's Holistic Detective Agency (2016 TV series), character, Sgt. Hugo Friedkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sgt. Hugo Friedkin
Context triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), character, Sgt. Hugo Friedkin]
  • A. Alan J. Pakula
    Alan J. Pakula was an American film director, producer, and screenwriter best known for his politically charged thrillers and character-driven dramas of the 1970s and 1980s.
  • B. Dan Friedkin
    Dan Friedkin is an American billionaire businessman, film producer, and owner of the Italian football club AS Roma, known for producing acclaimed films such as "Killers of the Flower Moon."
  • C. John Frankenheimer
    John Frankenheimer was an American film and television director best known for his tense political and action thrillers such as "The Manchurian Candidate" and "Ronin."
  • D. William Friedkin
    William Friedkin was an influential American filmmaker best known for directing the landmark 1970s films "The French Connection" and "The Exorcist," which helped define the gritty, auteur-driven era of New Hollywood cinema.
  • E. Michael Cimino
    Michael Cimino was an American film director and screenwriter best known for his ambitious, visually striking dramas and his Oscar-winning work on the Vietnam War epic "The Deer Hunter."
  • 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: Sgt. Hugo Friedkin
Triple: [Dirk Gently's Holistic Detective Agency (2016 TV series), character, Sgt. Hugo Friedkin]
Generated description
Sgt. Hugo Friedkin is a volatile and dim-witted government agent in the 2016 TV series "Dirk Gently's Holistic Detective Agency," known for his impulsive behavior and eventual, awkward moral awakening.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sgt. Hugo Friedkin
Target entity description: Sgt. Hugo Friedkin is a volatile and dim-witted government agent in the 2016 TV series "Dirk Gently's Holistic Detective Agency," known for his impulsive behavior and eventual, awkward moral awakening.
  • A. Alan J. Pakula
    Alan J. Pakula was an American film director, producer, and screenwriter best known for his politically charged thrillers and character-driven dramas of the 1970s and 1980s.
  • B. Dan Friedkin
    Dan Friedkin is an American billionaire businessman, film producer, and owner of the Italian football club AS Roma, known for producing acclaimed films such as "Killers of the Flower Moon."
  • C. John Frankenheimer
    John Frankenheimer was an American film and television director best known for his tense political and action thrillers such as "The Manchurian Candidate" and "Ronin."
  • D. William Friedkin
    William Friedkin was an influential American filmmaker best known for directing the landmark 1970s films "The French Connection" and "The Exorcist," which helped define the gritty, auteur-driven era of New Hollywood cinema.
  • E. Michael Cimino
    Michael Cimino was an American film director and screenwriter best known for his ambitious, visually striking dramas and his Oscar-winning work on the Vietnam War epic "The Deer Hunter."
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f02c0508190b10c0627cdaaba76 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e84fa708190854afc6afd425fd7 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.