Triple

T7354836
Position Surface form Disambiguated ID Type / Status
Subject Max Dugan Returns E169595 entity
Predicate mainCharacter P1183 FINISHED
Object Brian Costello
Brian Costello is the central protagonist of the 1983 comedy-drama film "Max Dugan Returns," a struggling widowed father whose life is upended by the sudden arrival of his long-absent, mysterious father.
E658644 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: Brian Costello | Statement: [Max Dugan Returns, mainCharacter, Brian Costello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brian Costello
Context triple: [Max Dugan Returns, mainCharacter, Brian Costello]
  • A. Michael Costigan
    Michael Costigan is a film and television producer known for his work on various high-profile projects, including serving as an executive producer on the miniseries "A Teacher."
  • B. Kevin O'Connell
    Kevin O'Connell is an American football coach and former NFL quarterback who serves as the head coach of the Minnesota Vikings.
  • C. Brian Mahoney
    Brian Mahoney is an actor best known for his role in the cult crime film "The Boondock Saints."
  • D. Blake Ahearn
    Blake Ahearn is an American former professional basketball player and renowned free-throw specialist who has also worked as a coach in the NBA and G League.
  • E. Christian O'Connell
    Christian O'Connell is a British radio DJ, comedian, and author best known for hosting popular breakfast shows in the UK and Australia.
  • 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: Brian Costello
Triple: [Max Dugan Returns, mainCharacter, Brian Costello]
Generated description
Brian Costello is the central protagonist of the 1983 comedy-drama film "Max Dugan Returns," a struggling widowed father whose life is upended by the sudden arrival of his long-absent, mysterious father.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brian Costello
Target entity description: Brian Costello is the central protagonist of the 1983 comedy-drama film "Max Dugan Returns," a struggling widowed father whose life is upended by the sudden arrival of his long-absent, mysterious father.
  • A. Michael Costigan
    Michael Costigan is a film and television producer known for his work on various high-profile projects, including serving as an executive producer on the miniseries "A Teacher."
  • B. Kevin O'Connell
    Kevin O'Connell is an American football coach and former NFL quarterback who serves as the head coach of the Minnesota Vikings.
  • C. Brian Mahoney
    Brian Mahoney is an actor best known for his role in the cult crime film "The Boondock Saints."
  • D. Blake Ahearn
    Blake Ahearn is an American former professional basketball player and renowned free-throw specialist who has also worked as a coach in the NBA and G League.
  • E. Christian O'Connell
    Christian O'Connell is a British radio DJ, comedian, and author best known for hosting popular breakfast shows in the UK and Australia.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f10e71fc81909307ca39a61142d3 completed March 27, 2026, 9:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faa25960819084ecb6dbf9369ba5 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2c90488190bd3aa5bf72606723 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
Created at: March 27, 2026, 3:05 p.m.