Triple

T21799535
Position Surface form Disambiguated ID Type / Status
Subject Turtle E538198 entity
Predicate appearsInSeason P795 FINISHED
Object Entourage season 5
Entourage season 5 is a season of the HBO comedy-drama series that follows actor Vincent Chase and his close-knit group of friends as they navigate the challenges of Hollywood fame and career setbacks.
E125097 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: Entourage season 5 | Statement: [Turtle, appearsInSeason, Entourage season 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Entourage season 5
Context triple: [Turtle, appearsInSeason, Entourage season 5]
  • A. Entourage
    Entourage is a popular American comedy-drama television series that follows the Hollywood rise of young actor Vincent Chase and his close-knit group of friends.
  • B. Community season 5
    Community season 5 is the penultimate season of the meta-humorous sitcom "Community," marked by the return of creator Dan Harmon and a shift back toward the show's high-concept, character-driven storytelling.
  • C. The Celebrity Apprentice (season 5)
    The Celebrity Apprentice (season 5) is a reality television competition series in which celebrities complete business-related tasks to raise money for charity under the scrutiny of host Donald Trump.
  • D. Season 5
    Season 5 is the revival installment of the American television series "Prison Break," continuing the story years after the original run with a new escape-centered plot.
  • E. Season 5
    Season 5 is the final season of the science fiction television series "Fringe," concluding its overarching storyline with a future-set resistance against an oppressive regime.
  • 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: Entourage season 5
Triple: [Turtle, appearsInSeason, Entourage season 5]
Generated description
Entourage season 5 is a season of the HBO comedy-drama series that follows actor Vincent Chase and his close-knit group of friends as they navigate the challenges of Hollywood fame and career setbacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Entourage season 5
Target entity description: Entourage season 5 is a season of the HBO comedy-drama series that follows actor Vincent Chase and his close-knit group of friends as they navigate the challenges of Hollywood fame and career setbacks.
  • A. Entourage chosen
    Entourage is a popular American comedy-drama television series that follows the Hollywood rise of young actor Vincent Chase and his close-knit group of friends.
  • B. Community season 5
    Community season 5 is the penultimate season of the meta-humorous sitcom "Community," marked by the return of creator Dan Harmon and a shift back toward the show's high-concept, character-driven storytelling.
  • C. The Celebrity Apprentice (season 5)
    The Celebrity Apprentice (season 5) is a reality television competition series in which celebrities complete business-related tasks to raise money for charity under the scrutiny of host Donald Trump.
  • D. Season 5
    Season 5 is the revival installment of the American television series "Prison Break," continuing the story years after the original run with a new escape-centered plot.
  • E. Season 5
    Season 5 is the final season of the science fiction television series "Fringe," concluding its overarching storyline with a future-set resistance against an oppressive regime.
  • F. None of above.

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_69e0c4733f4081909a86622e7e6d15d2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f077fd59048190ae4e50f4aee919e7 completed April 28, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e802e6c8190b14f0b8765dba15b completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f5813a081909f253f04ca218559 completed May 17, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0a400831d881909631e1accd5618f1 completed May 17, 2026, 10:24 p.m.
Created at: April 16, 2026, 6:53 p.m.