Triple

T10494333
Position Surface form Disambiguated ID Type / Status
Subject Léon: The Professional E247495 entity
Predicate characterPortrayed P1507 FINISHED
Object Gary Oldman as Norman Stansfield
Gary Oldman as Norman Stansfield refers to Oldman’s iconic, over-the-top portrayal of a corrupt and unhinged DEA agent who serves as the primary antagonist in the film "Léon: The Professional."
E867729 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: Gary Oldman as Norman Stansfield | Statement: [Léon: The Professional, characterPortrayed, Gary Oldman as Norman Stansfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Oldman as Norman Stansfield
Context triple: [Léon: The Professional, characterPortrayed, Gary Oldman as Norman Stansfield]
  • A. Michael Caine as Lieutenant Gonville Bromhead
    Michael Caine as Lieutenant Gonville Bromhead is the portrayal of a young, aristocratic British Army officer in the 1964 war film "Zulu," which helped launch Caine to international stardom.
  • B. Anthony Hopkins as Stevens
    Anthony Hopkins as Stevens is the restrained, duty-obsessed English butler whose emotional repression and unwavering loyalty define the poignant core of the film "The Remains of the Day."
  • C. Michael Caine as John Tarrant
    Michael Caine as John Tarrant is the central character in the 1974 British thriller "The Black Windmill," portraying a seasoned MI6 agent whose son is kidnapped, forcing him into a tense battle against both terrorists and his own superiors.
  • D. Terence Stamp
    Terence Stamp is an English actor known for his distinctive presence and performances in films such as "The Collector," "Superman II," and "The Limey."
  • E. Kenneth Cranham
    Kenneth Cranham is a Scottish character actor known for his extensive work in British film, television, and theatre, often portraying authoritative or villainous roles.
  • 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: Gary Oldman as Norman Stansfield
Triple: [Léon: The Professional, characterPortrayed, Gary Oldman as Norman Stansfield]
Generated description
Gary Oldman as Norman Stansfield refers to Oldman’s iconic, over-the-top portrayal of a corrupt and unhinged DEA agent who serves as the primary antagonist in the film "Léon: The Professional."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Oldman as Norman Stansfield
Target entity description: Gary Oldman as Norman Stansfield refers to Oldman’s iconic, over-the-top portrayal of a corrupt and unhinged DEA agent who serves as the primary antagonist in the film "Léon: The Professional."
  • A. Michael Caine as Lieutenant Gonville Bromhead
    Michael Caine as Lieutenant Gonville Bromhead is the portrayal of a young, aristocratic British Army officer in the 1964 war film "Zulu," which helped launch Caine to international stardom.
  • B. Anthony Hopkins as Stevens
    Anthony Hopkins as Stevens is the restrained, duty-obsessed English butler whose emotional repression and unwavering loyalty define the poignant core of the film "The Remains of the Day."
  • C. Michael Caine as John Tarrant
    Michael Caine as John Tarrant is the central character in the 1974 British thriller "The Black Windmill," portraying a seasoned MI6 agent whose son is kidnapped, forcing him into a tense battle against both terrorists and his own superiors.
  • D. Terence Stamp
    Terence Stamp is an English actor known for his distinctive presence and performances in films such as "The Collector," "Superman II," and "The Limey."
  • E. Kenneth Cranham
    Kenneth Cranham is a Scottish character actor known for his extensive work in British film, television, and theatre, often portraying authoritative or villainous roles.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097fe2bc81909d66ce43f3533284 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcaeb6088190829b6c26eb1de7d5 completed April 10, 2026, 11:19 a.m.
NEDg Description generation batch_69d8e8c8e360819085376d4c4ea9712d completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901ef24608190934377d9dc855d6f completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:24 p.m.