Triple

T15305892
Position Surface form Disambiguated ID Type / Status
Subject Career Girls E365895 entity
Predicate hasCastMember P2308 FINISHED
Object Neil Mullarkey
Neil Mullarkey is a British comedian, actor, and writer best known as a founding member of The Comedy Store Players and for his work in improvisational comedy.
 E1278645 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: Neil Mullarkey | Statement: [Career Girls, hasCastMember, Neil Mullarkey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neil Mullarkey
Context triple: [Career Girls, hasCastMember, Neil Mullarkey]
  • A. Dan Quinlivan
    Dan Quinlivan is a musician best known as a member of the experimental psychedelic and ambient ensemble Bitchin Bajas.
  • B. John McSherry
    John McSherry was a longtime Major League Baseball umpire known for his work in numerous postseason games and his sudden on-field death during a 1996 Opening Day game.
  • C. Paul Mullen
    Paul Mullen is a Scottish-born American rugby union player who has represented the United States national team as a prop.
  • D. William Duggan
    William Duggan is a scholar and author known for his work on strategic intuition and decision-making, particularly in business and leadership contexts.
  • E. Brian O’Dowd
    Brian O’Dowd is a television and film producer best known for his work as an executive producer on the series "Nightingale."
  • 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: Neil Mullarkey
Triple: [Career Girls, hasCastMember, Neil Mullarkey]
Generated description
Neil Mullarkey is a British comedian, actor, and writer best known as a founding member of The Comedy Store Players and for his work in improvisational comedy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neil Mullarkey
Target entity description: Neil Mullarkey is a British comedian, actor, and writer best known as a founding member of The Comedy Store Players and for his work in improvisational comedy.
  • A. Dan Quinlivan
    Dan Quinlivan is a musician best known as a member of the experimental psychedelic and ambient ensemble Bitchin Bajas.
  • B. John McSherry
    John McSherry was a longtime Major League Baseball umpire known for his work in numerous postseason games and his sudden on-field death during a 1996 Opening Day game.
  • C. Paul Mullen
    Paul Mullen is a Scottish-born American rugby union player who has represented the United States national team as a prop.
  • D. William Duggan
    William Duggan is a scholar and author known for his work on strategic intuition and decision-making, particularly in business and leadership contexts.
  • E. Brian O’Dowd
    Brian O’Dowd is a television and film producer best known for his work as an executive producer on the series "Nightingale."
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ccef14c819099c5ebe962e7f867 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e7ff14dc819086042db64d41f5c2 completed May 11, 2026, 2:30 p.m.
NEDg Description generation batch_6a01eed32bbc81908ea9e2588e3741f8 completed May 11, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_6a01ef6edb7c81908bdbf4d42dd6b9aa completed May 11, 2026, 3:02 p.m.
Created at: April 10, 2026, 3:16 a.m.