Mayor Larry Vaughn
E20416
Mayor Larry Vaughn is the politically driven town leader in the film "Jaws" who prioritizes Amity Island’s tourism economy over public safety despite a deadly shark threat.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Mayor Larry Vaughn canonical | 2 |
| Mayor Larry Vaughn in Jaws | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T167471 — 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: Mayor Larry Vaughn Context triple: [Jaws, character, Mayor Larry Vaughn]
-
A.
Mayor of Newton
The Mayor of Newton is the elected chief executive of the city of Newton, Massachusetts, responsible for overseeing municipal government operations and implementing local policies.
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B.
Mayor of Dallas
The Mayor of Dallas is the elected chief executive of the city government of Dallas, Texas, responsible for providing leadership, setting policy priorities, and representing the city locally and nationally.
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C.
Sheila Johnson
Sheila Johnson is an American businesswoman, philanthropist, and co-founder of Black Entertainment Television who became a prominent sports executive and owner in professional basketball.
-
D.
Rahm Emanuel
Rahm Emanuel is an American politician and diplomat who has served as a U.S. congressman, mayor of Chicago, and U.S. ambassador to Japan.
-
E.
Portland City Auditor
The Portland City Auditor is an independently elected official responsible for overseeing government accountability, transparency, and performance auditing within the City of Portland.
- 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: Mayor Larry Vaughn Target entity description: Mayor Larry Vaughn is the politically driven town leader in the film "Jaws" who prioritizes Amity Island’s tourism economy over public safety despite a deadly shark threat.
-
A.
Mayor of Newton
The Mayor of Newton is the elected chief executive of the city of Newton, Massachusetts, responsible for overseeing municipal government operations and implementing local policies.
-
B.
Mayor of Dallas
The Mayor of Dallas is the elected chief executive of the city government of Dallas, Texas, responsible for providing leadership, setting policy priorities, and representing the city locally and nationally.
-
C.
Sheila Johnson
Sheila Johnson is an American businesswoman, philanthropist, and co-founder of Black Entertainment Television who became a prominent sports executive and owner in professional basketball.
-
D.
Rahm Emanuel
Rahm Emanuel is an American politician and diplomat who has served as a U.S. congressman, mayor of Chicago, and U.S. ambassador to Japan.
-
E.
Portland City Auditor
The Portland City Auditor is an independently elected official responsible for overseeing government accountability, transparency, and performance auditing within the City of Portland.
- F. None of above. chosen
Statements (45)
| Predicate | Object |
|---|---|
| instanceOf |
fictional character
ⓘ
film character ⓘ |
| antagonisticTo | Martin Brody ⓘ |
| appearsIn |
American film
ⓘ
Jaws ⓘ Jaws 2 ⓘ |
| appearsInScene |
dock scene discussing hiring Quint
ⓘ
hospital corridor scene after beach attack ⓘ town council meeting about shark attacks ⓘ |
| appearsInWorkCountryOfOrigin |
United States of America
ⓘ
surface form:
United States
|
| associatedWith | Fourth of July weekend events on Amity Island ⓘ |
| basedOnWork | Jaws (novel) ⓘ |
| characterAlignment | morally ambiguous ⓘ |
| characterTrait |
economically focused
ⓘ
image-conscious ⓘ politically driven ⓘ |
| conflictsWith |
Martin Brody
ⓘ
Matt Hooper ⓘ Quint ⓘ |
| creator | Peter Benchley ⓘ |
| decision | overrules police chief’s call to close beaches ⓘ |
| fictionalResidence | Amity Island ⓘ |
| fictionalUniverse | Jaws franchise ⓘ |
| filmDebutYear | 1975 ⓘ |
| filmDirectorOfWork | Steven Spielberg ⓘ |
| firstAppearance |
Jaws
ⓘ
surface form:
Jaws (1975 film)
|
| gender | male ⓘ |
| genreOfWork | thriller film ⓘ |
| insistsOn | keeping Amity Island’s beaches open ⓘ |
| languageOfCharacter | English ⓘ |
| medium | live-action film ⓘ |
| motivatedBy |
fear of economic loss
ⓘ
tourism revenue ⓘ |
| narrativeFunction | obstacle to timely response to shark threat ⓘ |
| narrativeRole | secondary antagonist ⓘ |
| nationalityInFiction | American ⓘ |
| notableFor |
downplaying shark attacks on Amity Island
ⓘ
prioritizing tourism over public safety ⓘ |
| occupation | mayor ⓘ |
| portrayedAs | short-sighted politician ⓘ |
| portrayedBy | Murray Hamilton ⓘ |
| positionHeld | Mayor of Amity Island ⓘ |
| symbolizes |
political denial of public safety risks
ⓘ
prioritization of business interests over human life ⓘ |
| wears | anchor-patterned suits ⓘ |
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: Mayor Larry Vaughn Description of subject: Mayor Larry Vaughn is the politically driven town leader in the film "Jaws" who prioritizes Amity Island’s tourism economy over public safety despite a deadly shark threat.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Mayor Larry Vaughn in Jaws