Triple

T13930605
Position Surface form Disambiguated ID Type / Status
Subject Almost Christmas E334978 entity
Predicate castMember P1668 FINISHED
Object John Michael Higgins
John Michael Higgins is an American character actor and comedian known for his roles in films like "Best in Show," "Pitch Perfect," and numerous television comedies.
 E1087323 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: John Michael Higgins | Statement: [Almost Christmas, castMember, John Michael Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Michael Higgins
Context triple: [Almost Christmas, castMember, John Michael Higgins]
  • A. John Higgins
    John Higgins is a British comic book artist and colorist best known for his influential work on landmark graphic novels such as Watchmen.
  • B. John Higgins
    John Higgins is a Scottish professional snooker player widely regarded as one of the sport’s all-time greats, known for multiple world titles and exceptional tactical play.
  • C. John C. Higgins
    John C. Higgins was an American screenwriter known for his work on mid-20th-century films, particularly in the crime and thriller genres.
  • D. Jimmy White
    Jimmy White was an English aristocrat and businessman best known as the second husband of British actress Dawn Addams.
  • E. Ronnie O’Sullivan
    Ronnie O’Sullivan is an English professional snooker player widely regarded as one of the greatest in the sport’s history, known for his exceptional natural talent, rapid playing style, and multiple world titles.
  • 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: John Michael Higgins
Triple: [Almost Christmas, castMember, John Michael Higgins]
Generated description
John Michael Higgins is an American character actor and comedian known for his roles in films like "Best in Show," "Pitch Perfect," and numerous television comedies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Michael Higgins
Target entity description: John Michael Higgins is an American character actor and comedian known for his roles in films like "Best in Show," "Pitch Perfect," and numerous television comedies.
  • A. John Higgins
    John Higgins is a British comic book artist and colorist best known for his influential work on landmark graphic novels such as Watchmen.
  • B. John Higgins
    John Higgins is a Scottish professional snooker player widely regarded as one of the sport’s all-time greats, known for multiple world titles and exceptional tactical play.
  • C. John C. Higgins
    John C. Higgins was an American screenwriter known for his work on mid-20th-century films, particularly in the crime and thriller genres.
  • D. Jimmy White
    Jimmy White was an English aristocrat and businessman best known as the second husband of British actress Dawn Addams.
  • E. Ronnie O’Sullivan
    Ronnie O’Sullivan is an English professional snooker player widely regarded as one of the greatest in the sport’s history, known for his exceptional natural talent, rapid playing style, and multiple world titles.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf13b2881908a48058a719d3745 completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd27f8f388819096c7c33b90f9ac4c completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2aeea5808190bf350b25f520e6d4 completed May 8, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69fd2b57474881909f780cf51c2e06a3 completed May 8, 2026, 12:16 a.m.
Created at: April 9, 2026, 10:16 p.m.