Triple

T11760170
Position Surface form Disambiguated ID Type / Status
Subject Mac and Me E279633 entity
Predicate director P255 FINISHED
Object Stewart Raffill
Stewart Raffill is a British-born film director and screenwriter known for his work on science fiction and adventure films, including the cult movie "Mac and Me."
E952761 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: Stewart Raffill | Statement: [Mac and Me, director, Stewart Raffill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stewart Raffill
Context triple: [Mac and Me, director, Stewart Raffill]
  • A. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • B. Eliot Stannard
    Eliot Stannard was a British screenwriter best known for his extensive collaborations with Alfred Hitchcock during the silent film era.
  • C. Jonathan E. Stewart
    Jonathan E. Stewart is a screenwriter and story artist best known for his work on animated feature films, including contributing to the story of Pixar’s "Cars 3."
  • D. R. J. Stewart
    R. J. Stewart is a television writer and producer best known for his work on the fantasy adventure series "Xena: Warrior Princess."
  • E. Peter Rinearson
    Peter Rinearson is an American journalist and author best known for co-authoring Bill Gates’s book "The Road Ahead" and for his Pulitzer Prize–winning feature writing.
  • 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: Stewart Raffill
Triple: [Mac and Me, director, Stewart Raffill]
Generated description
Stewart Raffill is a British-born film director and screenwriter known for his work on science fiction and adventure films, including the cult movie "Mac and Me."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stewart Raffill
Target entity description: Stewart Raffill is a British-born film director and screenwriter known for his work on science fiction and adventure films, including the cult movie "Mac and Me."
  • A. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • B. Eliot Stannard
    Eliot Stannard was a British screenwriter best known for his extensive collaborations with Alfred Hitchcock during the silent film era.
  • C. Jonathan E. Stewart
    Jonathan E. Stewart is a screenwriter and story artist best known for his work on animated feature films, including contributing to the story of Pixar’s "Cars 3."
  • D. R. J. Stewart
    R. J. Stewart is a television writer and producer best known for his work on the fantasy adventure series "Xena: Warrior Princess."
  • E. Peter Rinearson
    Peter Rinearson is an American journalist and author best known for co-authoring Bill Gates’s book "The Road Ahead" and for his Pulitzer Prize–winning feature writing.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a52386708190b744746a2db37495 completed April 10, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4174972ac819094f3938b18a5081e completed May 1, 2026, 3 a.m.
NEDg Description generation batch_69f41f16f43c81909f5d36e8b4b0b9c3 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f4225a4b5c8190958aaddbd10035b1 completed May 1, 2026, 3:47 a.m.
Created at: April 8, 2026, 9:41 p.m.