Triple

T16379563
Position Surface form Disambiguated ID Type / Status
Subject Boys from County Hell E397763 entity
Predicate screenwriter P2831 FINISHED
Object Brendan Mullin
Brendan Mullin is a screenwriter best known for his work on the Irish horror-comedy film "Boys from County Hell."
E1211093 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 Mullin | Statement: [Boys from County Hell, screenwriter, Brendan Mullin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brendan Mullin
Context triple: [Boys from County Hell, screenwriter, Brendan Mullin]
  • 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. Luke Doolan
    Luke Doolan is an Australian film editor and filmmaker best known for his work on acclaimed films such as "Animal Kingdom."
  • C. Brendan Malloy
    Brendan Malloy is an American music video and film director best known as one half of the directing duo The Malloys, who have created videos for numerous major recording artists.
  • D. Sean McNulty
    Sean McNulty is a minor character in the television series "The Wire," known primarily as one of detective Jimmy McNulty's sons.
  • E. 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.
  • 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 Mullin
Triple: [Boys from County Hell, screenwriter, Brendan Mullin]
Generated description
Brendan Mullin is a screenwriter best known for his work on the Irish horror-comedy film "Boys from County Hell."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brendan Mullin
Target entity description: Brendan Mullin is a screenwriter best known for his work on the Irish horror-comedy film "Boys from County Hell."
  • 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. Luke Doolan
    Luke Doolan is an Australian film editor and filmmaker best known for his work on acclaimed films such as "Animal Kingdom."
  • C. Brendan Malloy
    Brendan Malloy is an American music video and film director best known as one half of the directing duo The Malloys, who have created videos for numerous major recording artists.
  • D. Sean McNulty
    Sean McNulty is a minor character in the television series "The Wire," known primarily as one of detective Jimmy McNulty's sons.
  • E. 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.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319da3c6c8190a9ccf744996c31e8 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356658e881908131a3c60ed5499d completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00383a7180819092ea605aa8ef1672 completed May 10, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_6a00391645ac819092a06dc6813604fa completed May 10, 2026, 7:51 a.m.
Created at: April 10, 2026, 5:08 a.m.