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.