Triple

T12374360
Position Surface form Disambiguated ID Type / Status
Subject A Quiet Little Marriage E295083 entity
Predicate producer P490 FINISHED
Object Brendan McFadden
Brendan McFadden is a film producer known for his work on independent projects such as the drama "A Quiet Little Marriage."
E979353 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 McFadden | Statement: [A Quiet Little Marriage, producer, Brendan McFadden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brendan McFadden
Context triple: [A Quiet Little Marriage, producer, Brendan McFadden]
  • A. Brian McFadden
    Brian McFadden is an Irish singer and songwriter best known for his early 2000s success as a member of the pop group Westlife before pursuing a solo career.
  • B. Shane Filan
    Shane Filan is an Irish pop singer best known as one of the lead vocalists of the boy band Westlife and for his subsequent solo music career.
  • C. Ronan Keating
    Ronan Keating is an Irish singer, songwriter, and former Boyzone frontman who has also built a career as a television and radio presenter.
  • D. Nicky Byrne
    Nicky Byrne is an Irish singer, television presenter, and former professional footballer best known as a member of the pop group Westlife.
  • E. Declan O’Brien
    Declan O’Brien was an American film director and screenwriter best known for his work on low-budget horror and science fiction movies, including several entries in the "Wrong Turn" franchise.
  • 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 McFadden
Triple: [A Quiet Little Marriage, producer, Brendan McFadden]
Generated description
Brendan McFadden is a film producer known for his work on independent projects such as the drama "A Quiet Little Marriage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brendan McFadden
Target entity description: Brendan McFadden is a film producer known for his work on independent projects such as the drama "A Quiet Little Marriage."
  • A. Brian McFadden
    Brian McFadden is an Irish singer and songwriter best known for his early 2000s success as a member of the pop group Westlife before pursuing a solo career.
  • B. Shane Filan
    Shane Filan is an Irish pop singer best known as one of the lead vocalists of the boy band Westlife and for his subsequent solo music career.
  • C. Ronan Keating
    Ronan Keating is an Irish singer, songwriter, and former Boyzone frontman who has also built a career as a television and radio presenter.
  • D. Nicky Byrne
    Nicky Byrne is an Irish singer, television presenter, and former professional footballer best known as a member of the pop group Westlife.
  • E. Declan O’Brien
    Declan O’Brien was an American film director and screenwriter best known for his work on low-budget horror and science fiction movies, including several entries in the "Wrong Turn" franchise.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa8ca7c8190b3f8e9c2ec23e837 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac1e82c8190abb46ca5799e6680 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:54 p.m.