Triple

T12449219
Position Surface form Disambiguated ID Type / Status
Subject The Holdovers E297484 entity
Predicate castMember P1668 FINISHED
Object Brady Hepner
Brady Hepner is an American actor best known for his roles in films such as "The Black Phone" and the comedy-drama "The Holdovers."
E987454 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: Brady Hepner | Statement: [The Holdovers, castMember, Brady Hepner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brady Hepner
Context triple: [The Holdovers, castMember, Brady Hepner]
  • A. Guy Gilpatric
    Guy Gilpatric was an American aviator, journalist, and author best known for his adventure and aviation-themed fiction, including the story that inspired the film "Action in the North Atlantic."
  • B. Darren Dreifort
    Darren Dreifort is a former Major League Baseball pitcher best known for his career with the Los Angeles Dodgers after starring as a two-way player at the University of Oklahoma.
  • C. Dan Gregor
    Dan Gregor is an American comedy writer, director, and producer known for his work on television series like "How I Met Your Mother" and films such as "Most Likely to Murder."
  • D. Andre Harris
    Andre Harris is a musically talented, kind-hearted student and Tori Vega’s best friend in the Nickelodeon teen sitcom "Victorious."
  • E. Andre Harris
    Andre Harris is a music producer best known for his work on Miguel's acclaimed R&B album "Kaleidoscope Dream."
  • 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: Brady Hepner
Triple: [The Holdovers, castMember, Brady Hepner]
Generated description
Brady Hepner is an American actor best known for his roles in films such as "The Black Phone" and the comedy-drama "The Holdovers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brady Hepner
Target entity description: Brady Hepner is an American actor best known for his roles in films such as "The Black Phone" and the comedy-drama "The Holdovers."
  • A. Guy Gilpatric
    Guy Gilpatric was an American aviator, journalist, and author best known for his adventure and aviation-themed fiction, including the story that inspired the film "Action in the North Atlantic."
  • B. Darren Dreifort
    Darren Dreifort is a former Major League Baseball pitcher best known for his career with the Los Angeles Dodgers after starring as a two-way player at the University of Oklahoma.
  • C. Dan Gregor
    Dan Gregor is an American comedy writer, director, and producer known for his work on television series like "How I Met Your Mother" and films such as "Most Likely to Murder."
  • D. Andre Harris
    Andre Harris is a musically talented, kind-hearted student and Tori Vega’s best friend in the Nickelodeon teen sitcom "Victorious."
  • E. Andre Harris
    Andre Harris is a music producer best known for his work on Miguel's acclaimed R&B album "Kaleidoscope Dream."
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d9e592c81908cf7f3ca170d942c completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b9f4dd08190b1d62b03d68cc8a6 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64f9c0e8c81908db3cad51daa77b6 completed May 2, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69f6504b033c8190a31f49f2e59c6810 completed May 2, 2026, 7:28 p.m.
Created at: April 8, 2026, 9:56 p.m.