Dr. Norman Spencer
E889583
Dr. Norman Spencer is a seemingly successful and charming scientist whose dark secrets and hidden guilt drive the psychological horror at the center of the film "What Lies Beneath."
All labels observed (1)
| Label | Occurrences |
|---|---|
| Dr. Norman Spencer canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T10845067 — 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: Dr. Norman Spencer Context triple: [What Lies Beneath, mainCharacter, Dr. Norman Spencer]
-
A.
Dr. Harry Weston
Dr. Harry Weston is the widowed pediatrician and central character on the sitcom "Empty Nest," known for his warm but often bemused interactions with his adult daughters and coworkers.
-
B.
Dr. Walter Curnow
Dr. Walter Curnow is a fictional engineer and spacecraft designer who plays a central role in the science fiction film "2010: The Year We Make Contact," the sequel to "2001: A Space Odyssey."
-
C.
Dr. William Weir
Dr. William Weir is a central character in the science fiction horror film "Event Horizon," portrayed as the troubled designer of the ill-fated experimental starship whose return from a mysterious journey triggers the movie’s terrifying events.
-
D.
Dr. Robert Hartley
Dr. Robert Hartley is the mild-mannered Chicago psychologist and central comedic figure portrayed by Bob Newhart on the classic sitcom "The Bob Newhart Show."
-
E.
Donald A. Gillies
Donald A. Gillies was a British philosopher of science and logician known for his work on probability theory, scientific methodology, and the philosophy of mathematics.
- 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: Dr. Norman Spencer Target entity description: Dr. Norman Spencer is a seemingly successful and charming scientist whose dark secrets and hidden guilt drive the psychological horror at the center of the film "What Lies Beneath."
-
A.
Dr. Harry Weston
Dr. Harry Weston is the widowed pediatrician and central character on the sitcom "Empty Nest," known for his warm but often bemused interactions with his adult daughters and coworkers.
-
B.
Dr. Walter Curnow
Dr. Walter Curnow is a fictional engineer and spacecraft designer who plays a central role in the science fiction film "2010: The Year We Make Contact," the sequel to "2001: A Space Odyssey."
-
C.
Dr. William Weir
Dr. William Weir is a central character in the science fiction horror film "Event Horizon," portrayed as the troubled designer of the ill-fated experimental starship whose return from a mysterious journey triggers the movie’s terrifying events.
-
D.
Dr. Robert Hartley
Dr. Robert Hartley is the mild-mannered Chicago psychologist and central comedic figure portrayed by Bob Newhart on the classic sitcom "The Bob Newhart Show."
-
E.
Donald A. Gillies
Donald A. Gillies was a British philosopher of science and logician known for his work on probability theory, scientific methodology, and the philosophy of mathematics.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
fictional character
ⓘ
film character ⓘ |
| antagonistIn | What Lies Beneath NERFINISHED ⓘ |
| appearsIn | What Lies Beneath NERFINISHED ⓘ |
| appearsInLanguage | English ⓘ |
| appearsInYear | 2000 ⓘ |
| associatedWithTheme |
deception
ⓘ
guilt ⓘ infidelity ⓘ supernatural revenge ⓘ |
| conflictsWith | Claire Spencer NERFINISHED ⓘ |
| countryOfCitizenship |
United States of America
ⓘ
surface form:
United States
|
| createdBy | Clark Gregg NERFINISHED ⓘ |
| familyName | Spencer NERFINISHED ⓘ |
| filmDirectorOfWorkAppearsIn | Robert Zemeckis NERFINISHED ⓘ |
| firstAppearance | What Lies Beneath (2000 film) NERFINISHED ⓘ |
| gender | male ⓘ |
| genreOfWorkAppearsIn |
psychological horror film
ⓘ
supernatural thriller film ⓘ |
| givenName | Norman NERFINISHED ⓘ |
| hasAcademicField | research science (unspecified discipline) ⓘ |
| hasAge | middle-aged (approximate, in film) ⓘ |
| hasPersonalityTrait |
charming
ⓘ
deceptive ⓘ manipulative ⓘ narcissistic ⓘ successful ⓘ |
| hasPsychologicalAspect |
fear of being exposed as a murderer
ⓘ
repressed guilt ⓘ |
| hasSecret |
extramarital affair with Madison Elizabeth Frank
NERFINISHED
ⓘ
involvement in Madison Elizabeth Frank’s death ⓘ |
| hasVictim | Madison Elizabeth Frank NERFINISHED ⓘ |
| medium | live-action film ⓘ |
| moralAlignment | morally corrupt ⓘ |
| motivatedBy |
desire to protect his reputation
ⓘ
fear of exposure ⓘ |
| narrativeRole |
primary antagonist
ⓘ
source of psychological horror ⓘ |
| occupation | scientist ⓘ |
| partOf | What Lies Beneath franchise (single-film narrative) NERFINISHED ⓘ |
| plotInvolvement |
attempts to kill Claire Spencer
ⓘ
covers up Madison’s disappearance ⓘ |
| portrayedBy | Harrison Ford NERFINISHED ⓘ |
| relationshipTo | neighbor Warren Feur’s family (as neighbor) ⓘ |
| residence | lake house in Vermont (fictional setting) ⓘ |
| spouse | Claire Spencer NERFINISHED ⓘ |
| storyLocation | Vermont, United States (fictionalized) ⓘ |
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: Dr. Norman Spencer Description of subject: Dr. Norman Spencer is a seemingly successful and charming scientist whose dark secrets and hidden guilt drive the psychological horror at the center of the film "What Lies Beneath."
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.