Triple

T3988749
Position Surface form Disambiguated ID Type / Status
Subject Starship Troopers E86935 entity
Predicate starredActor P5563 FINISHED
Object Patrick Muldoon
Patrick Muldoon is an American actor best known for his roles in the sci-fi film "Starship Troopers" and the soap opera "Days of Our Lives."
 E440385 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: Patrick Muldoon | Statement: [Starship Troopers, starredActor, Patrick Muldoon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Patrick Muldoon
Context triple: [Starship Troopers, starredActor, Patrick Muldoon]
  • A. Patrick Callaghan
    Patrick Callaghan is a person notable enough to be recognized as a significant bearer of the surname Callaghan.
  • B. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • C. 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.
  • D. James Dougherty
    James Dougherty was an American police officer best known as the first husband of Marilyn Monroe before she became a famous actress.
  • E. James M. Morrissey
    James M. Morrissey was a prominent Boston political figure and public servant commemorated by having Morrissey Boulevard named in his honor.
  • 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: Patrick Muldoon
Triple: [Starship Troopers, starredActor, Patrick Muldoon]
Generated description
Patrick Muldoon is an American actor best known for his roles in the sci-fi film "Starship Troopers" and the soap opera "Days of Our Lives."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Patrick Muldoon
Target entity description: Patrick Muldoon is an American actor best known for his roles in the sci-fi film "Starship Troopers" and the soap opera "Days of Our Lives."
  • A. Patrick Callaghan
    Patrick Callaghan is a person notable enough to be recognized as a significant bearer of the surname Callaghan.
  • B. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • C. 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.
  • D. James Dougherty
    James Dougherty was an American police officer best known as the first husband of Marilyn Monroe before she became a famous actress.
  • E. James M. Morrissey
    James M. Morrissey was a prominent Boston political figure and public servant commemorated by having Morrissey Boulevard named in his honor.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa007344819099515fda367f7016 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b613261ca4819087df0e78efc7ba79 completed March 15, 2026, 2:02 a.m.
NEDg Description generation batch_69b613f0d5dc8190a48e60c63ea9d717 completed March 15, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69b617f70f608190bce1043c2254c9e5 completed March 15, 2026, 2:22 a.m.
Created at: March 9, 2026, 3:33 p.m.