Triple

T11597392
Position Surface form Disambiguated ID Type / Status
Subject Shia LaBeouf E275038 entity
Predicate parent P120 FINISHED
Object Jeffrey LaBeouf
Jeffrey LaBeouf is an American Vietnam War veteran, former clown and performer, and the father of actor Shia LaBeouf, whose troubled relationship with his son has been widely discussed in media and art.
E939938 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: Jeffrey LaBeouf | Statement: [Shia LaBeouf, parent, Jeffrey LaBeouf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeffrey LaBeouf
Context triple: [Shia LaBeouf, parent, Jeffrey LaBeouf]
  • A. Shia LaBeouf
    Shia LaBeouf is an American actor and performance artist known for roles in films such as the Transformers series, Honey Boy, and American Honey, as well as for his often controversial public persona.
  • B. Giovanni Ribisi
    Giovanni Ribisi is an American actor known for his character roles in films like "Saving Private Ryan," "Avatar," and the TV series "Friends."
  • C. John Magaro
    John Magaro is an American actor known for his work in film, television, and theater, including notable roles in projects like "The Big Short," "First Cow," and various Broadway productions.
  • D. Steve Kinnaman
    Steve Kinnaman is the father of Swedish-American actor Joel Kinnaman.
  • E. Angus Macfadyen
    Angus Macfadyen is a Scottish actor best known for his roles in films such as "Braveheart," "Equilibrium," and "Saw III," as well as numerous television appearances.
  • 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: Jeffrey LaBeouf
Triple: [Shia LaBeouf, parent, Jeffrey LaBeouf]
Generated description
Jeffrey LaBeouf is an American Vietnam War veteran, former clown and performer, and the father of actor Shia LaBeouf, whose troubled relationship with his son has been widely discussed in media and art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeffrey LaBeouf
Target entity description: Jeffrey LaBeouf is an American Vietnam War veteran, former clown and performer, and the father of actor Shia LaBeouf, whose troubled relationship with his son has been widely discussed in media and art.
  • A. Shia LaBeouf
    Shia LaBeouf is an American actor and performance artist known for roles in films such as the Transformers series, Honey Boy, and American Honey, as well as for his often controversial public persona.
  • B. Giovanni Ribisi
    Giovanni Ribisi is an American actor known for his character roles in films like "Saving Private Ryan," "Avatar," and the TV series "Friends."
  • C. John Magaro
    John Magaro is an American actor known for his work in film, television, and theater, including notable roles in projects like "The Big Short," "First Cow," and various Broadway productions.
  • D. Steve Kinnaman
    Steve Kinnaman is the father of Swedish-American actor Joel Kinnaman.
  • E. Angus Macfadyen
    Angus Macfadyen is a Scottish actor best known for his roles in films such as "Braveheart," "Equilibrium," and "Saw III," as well as numerous television appearances.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89549c870819086e16e9110bbad87 completed April 10, 2026, 6:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef131cb534819099f9371c45c717c4 completed April 27, 2026, 7:41 a.m.
NEDg Description generation batch_69ef354b3b3c8190b1c91dbf9c705a7d completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef5170ce9881908f2ecf3d5ada809a completed April 27, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:38 p.m.