Triple

T11818822
Position Surface form Disambiguated ID Type / Status
Subject Serpico E281071 entity
Predicate starring P1507 FINISHED
Object Biff McGuire
Biff McGuire was an American character actor known for his extensive work on stage, film, and television from the mid-20th century onward.
E948181 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: Biff McGuire | Statement: [Serpico, starring, Biff McGuire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biff McGuire
Context triple: [Serpico, starring, Biff McGuire]
  • A. Biff Grimes
    Biff Grimes is the central, hot-tempered yet ultimately sympathetic protagonist of the romantic comedy film "The Strawberry Blonde."
  • B. Biff Loman
    Biff Loman is the conflicted elder son of Willy Loman in Arthur Miller’s play "Death of a Salesman," whose disillusionment with the American Dream drives much of the drama’s emotional and thematic tension.
  • C. Biff Elliot
    Biff Elliot was an American actor best known for his tough-guy roles in film and television during the mid-20th century.
  • D. Biff Tannen
    Biff Tannen is the main bully and recurring antagonist in the "Back to the Future" film series, known for tormenting George and Marty McFly across multiple timelines.
  • E. Biff Adam
    Biff Adam is an American drummer best known for his long tenure with Merle Haggard’s backing band, The Strangers.
  • 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: Biff McGuire
Triple: [Serpico, starring, Biff McGuire]
Generated description
Biff McGuire was an American character actor known for his extensive work on stage, film, and television from the mid-20th century onward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biff McGuire
Target entity description: Biff McGuire was an American character actor known for his extensive work on stage, film, and television from the mid-20th century onward.
  • A. Biff Grimes
    Biff Grimes is the central, hot-tempered yet ultimately sympathetic protagonist of the romantic comedy film "The Strawberry Blonde."
  • B. Biff Loman
    Biff Loman is the conflicted elder son of Willy Loman in Arthur Miller’s play "Death of a Salesman," whose disillusionment with the American Dream drives much of the drama’s emotional and thematic tension.
  • C. Biff Elliot
    Biff Elliot was an American actor best known for his tough-guy roles in film and television during the mid-20th century.
  • D. Biff Tannen
    Biff Tannen is the main bully and recurring antagonist in the "Back to the Future" film series, known for tormenting George and Marty McFly across multiple timelines.
  • E. Biff Adam
    Biff Adam is an American drummer best known for his long tenure with Merle Haggard’s backing band, The Strangers.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5e760988190b50d13bba5ef5b43 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131cbf9708190ba8394fb3508b975 completed April 28, 2026, 10:16 p.m.
NEDg Description generation batch_69f14e8a1b788190a1704d6e102342e3 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f15715a1588190ba0ec21647adc57c completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.