Norman Stansfield
E904830
Norman Stansfield is the sadistic, drug-addicted DEA agent and primary antagonist portrayed by Gary Oldman in the film "Léon: The Professional."
All labels observed (1)
| Label | Occurrences |
|---|---|
| Norman Stansfield canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T10494323 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norman Stansfield Context triple: [Léon: The Professional, mainCharacter, Norman Stansfield]
-
A.
Norman Lamb
Norman Lamb is a British Liberal Democrat politician and former Member of Parliament known for his work on mental health and social care reform.
-
B.
Ian Blackford
Ian Blackford is a Scottish National Party politician who served as the party’s Westminster leader and represents the Ross, Skye and Lochaber constituency in the UK Parliament.
-
C.
Kevin Bartlett
Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
-
D.
Michael Portillo
Michael Portillo is a British journalist, broadcaster, and former Conservative politician known for his cabinet roles in the 1990s and his popular railway travel television series.
-
E.
Leon Brittan
Leon Brittan was a British Conservative politician who held several senior government posts, including Home Secretary and European Commissioner, during the late 20th century.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norman Stansfield Target entity description: Norman Stansfield is the sadistic, drug-addicted DEA agent and primary antagonist portrayed by Gary Oldman in the film "Léon: The Professional."
-
A.
Norman Lamb
Norman Lamb is a British Liberal Democrat politician and former Member of Parliament known for his work on mental health and social care reform.
-
B.
Ian Blackford
Ian Blackford is a Scottish National Party politician who served as the party’s Westminster leader and represents the Ross, Skye and Lochaber constituency in the UK Parliament.
-
C.
Kevin Bartlett
Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
-
D.
Michael Portillo
Michael Portillo is a British journalist, broadcaster, and former Conservative politician known for his cabinet roles in the 1990s and his popular railway travel television series.
-
E.
Leon Brittan
Leon Brittan was a British Conservative politician who held several senior government posts, including Home Secretary and European Commissioner, during the late 20th century.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf |
fictional character
ⓘ
film character ⓘ |
| affiliation | Drug Enforcement Administration NERFINISHED ⓘ |
| appearsIn | Léon: The Professional NERFINISHED ⓘ |
| characterTrait |
corrupt
ⓘ
drug-addicted ⓘ sadistic ⓘ unpredictable ⓘ violent ⓘ |
| countryOfWork |
United States of America
ⓘ
surface form:
United States
|
| createdBy | Luc Besson NERFINISHED ⓘ |
| enemyOf |
Léon
NERFINISHED
ⓘ
Mathilda Lando NERFINISHED ⓘ |
| filmReleaseYear | 1994 ⓘ |
| firstAppearance | Léon: The Professional NERFINISHED ⓘ |
| genreContext |
action drama
ⓘ
crime thriller ⓘ |
| kills | Mathilda Lando's family ⓘ |
| languageOfWork | English ⓘ |
| medium | live-action film ⓘ |
| narrativeRole |
primary antagonist
ⓘ
villain ⓘ |
| nationalityInStory | American ⓘ |
| notableFor |
line "Bring me everyone"
ⓘ
over-the-top, theatrical villain performance ⓘ |
| occupation | DEA agent ⓘ |
| portrayedBy | Gary Oldman NERFINISHED ⓘ |
| position | corrupt law enforcement officer ⓘ |
| roleIn | Léon: The Professional NERFINISHED ⓘ |
| uses | piano music as a ritual before violence ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Norman Stansfield Description of subject: Norman Stansfield is the sadistic, drug-addicted DEA agent and primary antagonist portrayed by Gary Oldman in the film "Léon: The Professional."
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.