Triple

T22433637
Position Surface form Disambiguated ID Type / Status
Subject Only the Brave E554558 entity
Predicate portrays P264 FINISHED
Object Brendan McDonough
Brendan McDonough is a former Granite Mountain Hotshot firefighter and the sole survivor of the 2013 Yarnell Hill Fire, whose story is depicted in the film "Only the Brave."
E1558374 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: Brendan McDonough | Statement: [Only the Brave, portrays, Brendan McDonough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brendan McDonough
Context triple: [Only the Brave, portrays, Brendan McDonough]
  • A. Brendan McLoughlin
    Brendan McLoughlin is a former New York City police officer who gained public attention through his marriage to country music star Miranda Lambert.
  • B. Brendan Donohue
    Brendan Donohue is a sports executive best known for serving as the inaugural commissioner of the NBA 2K League, the NBA’s professional esports league.
  • C. Brendan Lynch
    Brendan Lynch is a British record producer best known for his long-term collaboration with Paul Weller and his influential work in the 1990s UK rock and Britpop scenes.
  • D. Brendan Foley
    Brendan Foley is a contemporary author and screenwriter known for his work in crime fiction and television drama.
  • E. Brendan Canty
    Brendan Canty is a filmmaker and music video director known for creating visually striking, narrative-driven videos for contemporary artists.
  • 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: Brendan McDonough
Triple: [Only the Brave, portrays, Brendan McDonough]
Generated description
Brendan McDonough is a former Granite Mountain Hotshot firefighter and the sole survivor of the 2013 Yarnell Hill Fire, whose story is depicted in the film "Only the Brave."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brendan McDonough
Target entity description: Brendan McDonough is a former Granite Mountain Hotshot firefighter and the sole survivor of the 2013 Yarnell Hill Fire, whose story is depicted in the film "Only the Brave."
  • A. Brendan McLoughlin
    Brendan McLoughlin is a former New York City police officer who gained public attention through his marriage to country music star Miranda Lambert.
  • B. Brendan Donohue
    Brendan Donohue is a sports executive best known for serving as the inaugural commissioner of the NBA 2K League, the NBA’s professional esports league.
  • C. Brendan Lynch
    Brendan Lynch is a British record producer best known for his long-term collaboration with Paul Weller and his influential work in the 1990s UK rock and Britpop scenes.
  • D. Brendan Foley
    Brendan Foley is a contemporary author and screenwriter known for his work in crime fiction and television drama.
  • E. Brendan Canty
    Brendan Canty is a filmmaker and music video director known for creating visually striking, narrative-driven videos for contemporary artists.
  • 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_69e11e5010e48190ae1e9c9db9697637 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15adce9688190992ad0ca15883931 completed April 29, 2026, 1:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae72fec08190a224971ca3330681 completed May 19, 2026, 12:27 a.m.
NEDg Description generation batch_6a0bafa985508190b3206760d58c5018 completed May 19, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb052e8e881909cc9495be15cfb9f completed May 19, 2026, 12:35 a.m.
Created at: April 16, 2026, 8:47 p.m.