Doug Stamper
E486259
Doug Stamper is a fiercely loyal and morally conflicted political fixer and chief of staff to Frank Underwood in the television series "House of Cards."
All labels observed (1)
| Label | Occurrences |
|---|---|
| Doug Stamper canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T5018359 — 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: Doug Stamper Context triple: [Frank Underwood, hasAlly, Doug Stamper]
-
A.
Walter Newman
Walter Newman was an American screenwriter known for his work on classic films such as "The Magnificent Seven" and "Cat Ballou."
-
B.
Clem Beauchamp
Clem Beauchamp was an American film assistant director and production manager active during Hollywood’s early studio era, recognized for his award-winning work behind the camera.
-
C.
Frank Frink
Frank Frink is a central character in Philip K. Dick's alternate-history novel "The Man in the High Castle," portrayed as a disillusioned craftsman navigating life under Axis-occupied America.
-
D.
Hank Corwin
Hank Corwin is an acclaimed American film editor known for his impressionistic, nonlinear cutting style on films such as The Tree of Life, The Big Short, and Vice.
-
E.
Jerry Wald
Jerry Wald was an American film producer and screenwriter known for his influential work in Hollywood during the 1930s–1950s, including several acclaimed dramas and film noirs.
- 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: Doug Stamper Target entity description: Doug Stamper is a fiercely loyal and morally conflicted political fixer and chief of staff to Frank Underwood in the television series "House of Cards."
-
A.
Walter Newman
Walter Newman was an American screenwriter known for his work on classic films such as "The Magnificent Seven" and "Cat Ballou."
-
B.
Clem Beauchamp
Clem Beauchamp was an American film assistant director and production manager active during Hollywood’s early studio era, recognized for his award-winning work behind the camera.
-
C.
Frank Frink
Frank Frink is a central character in Philip K. Dick's alternate-history novel "The Man in the High Castle," portrayed as a disillusioned craftsman navigating life under Axis-occupied America.
-
D.
Hank Corwin
Hank Corwin is an acclaimed American film editor known for his impressionistic, nonlinear cutting style on films such as The Tree of Life, The Big Short, and Vice.
-
E.
Jerry Wald
Jerry Wald was an American film producer and screenwriter known for his influential work in Hollywood during the 1930s–1950s, including several acclaimed dramas and film noirs.
- F. None of above. chosen
Statements (37)
| Predicate | Object |
|---|---|
| instanceOf |
fictional character
ⓘ
television character ⓘ |
| allegiance | Democratic Party (fictional context) NERFINISHED ⓘ |
| appearsIn |
House of Cards
NERFINISHED
ⓘ
House of Cards (U.S. TV series) NERFINISHED ⓘ |
| appearsOnNetwork | Netflix NERFINISHED ⓘ |
| basedOn | Tim Stamper NERFINISHED ⓘ |
| characterTrait |
fiercely loyal
ⓘ
morally conflicted ⓘ obsessive ⓘ ruthless ⓘ |
| countryOfFictionalWork | United States NERFINISHED ⓘ |
| createdBy | Beau Willimon NERFINISHED ⓘ |
| employer | Frank Underwood NERFINISHED ⓘ |
| firstAppearance | House of Cards, Season 1 NERFINISHED ⓘ |
| gender | male ⓘ |
| genre | political drama ⓘ |
| hasTheme |
loyalty and betrayal
ⓘ
moral ambiguity ⓘ power and corruption ⓘ |
| languageOfCharacter | English ⓘ |
| loyalTo | Frank Underwood NERFINISHED ⓘ |
| loyaltyLevel | absolute loyalty to Frank Underwood ⓘ |
| narrativeFunction | fixer for Frank Underwood ⓘ |
| nationality | American ⓘ |
| notableRelationship |
Frank Underwood
NERFINISHED
ⓘ
Rachel Posner NERFINISHED ⓘ |
| occupation |
chief of staff
ⓘ
political fixer ⓘ |
| partOf | House of Cards universe NERFINISHED ⓘ |
| portrayedBy | Michael Kelly NERFINISHED ⓘ |
| role |
Congressional aide
ⓘ
White House Chief of Staff NERFINISHED ⓘ |
| strugglesWith |
addiction
ⓘ
alcoholism ⓘ |
| worksFor | Frank Underwood NERFINISHED ⓘ |
| worksIn | United States Congress NERFINISHED ⓘ |
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: Doug Stamper Description of subject: Doug Stamper is a fiercely loyal and morally conflicted political fixer and chief of staff to Frank Underwood in the television series "House of Cards."
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.