Barney Gumble
E541324
Barney Gumble is a frequently inebriated, good-hearted barfly from the animated television series "The Simpsons," known for his slurred speech and close association with Moe's Tavern.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Barney Gumble canonical | 25 |
How this entity was disambiguated
This entity first appeared as the object of triple T5721502 — 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: Barney Gumble Context triple: [Dan Castellaneta, hasRole, Barney Gumble]
-
A.
Barney
Barney is a masculine given name, often used as a diminutive of Barnabas or Bernard.
-
B.
Barth Gimble
Barth Gimble is the smarmy, fast-talking fictional talk-show host played by Martin Mull on the satirical 1970s television series "Fernwood 2 Night."
-
C.
Krusty the Clown
Krusty the Clown is a cynical, hard-living television clown and recurring character from the animated series "The Simpsons."
-
D.
Marv Tarplin
Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
-
E.
Moe Szyslak
Moe Szyslak is the gruff, unlucky bartender and owner of Moe’s Tavern in the animated television series "The Simpsons."
- 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: Barney Gumble Target entity description: Barney Gumble is a frequently inebriated, good-hearted barfly from the animated television series "The Simpsons," known for his slurred speech and close association with Moe's Tavern.
-
A.
Barney
Barney is a masculine given name, often used as a diminutive of Barnabas or Bernard.
-
B.
Barth Gimble
Barth Gimble is the smarmy, fast-talking fictional talk-show host played by Martin Mull on the satirical 1970s television series "Fernwood 2 Night."
-
C.
Krusty the Clown
Krusty the Clown is a cynical, hard-living television clown and recurring character from the animated series "The Simpsons."
-
D.
Marv Tarplin
Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
-
E.
Moe Szyslak
Moe Szyslak is the gruff, unlucky bartender and owner of Moe’s Tavern in the animated television series "The Simpsons."
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
animated character
ⓘ
fictional character ⓘ television character ⓘ |
| addiction | alcohol ⓘ |
| appearsIn |
The Simpsons
ⓘ
The Simpsons Movie ⓘ |
| catchphrase | Burp-like exclamations ⓘ |
| classmateOf | Homer Simpson ⓘ |
| closeFriendOf | Homer Simpson ⓘ |
| creator | Matt Groening ⓘ |
| drinks | Duff Beer ⓘ |
| education | attended Springfield High School ⓘ |
| eyeColor | black ⓘ |
| fictionalUniverse |
The Simpsons universe
ⓘ
linked to:
The Simpsons
|
| firstAppearance |
The Simpsons (TV series)
ⓘ
linked to:
The Simpsons
|
| firstAppearanceEpisode | Simpsons Roasting on an Open Fire ⓘ |
| franchise | The Simpsons ⓘ |
| frequentLocation |
Moe's Tavern
ⓘ
linked to:
Moe’s Tavern
|
| gender | male ⓘ |
| genre | comedy ⓘ |
| hairColor | brown ⓘ |
| hangout |
Moe's Tavern
ⓘ
linked to:
Moe’s Tavern
|
| hasBeen | sobriety experiment subject ⓘ |
| hasFriend |
Carl Carlson
ⓘ
Lenny Leonard ⓘ Moe Szyslak ⓘ |
| hasParodyElement | alcoholic stereotype ⓘ |
| hasRunningGag | vomiting jokes ⓘ |
| hasStoryArc | temporary sobriety ⓘ |
| hasTalent |
belching
ⓘ
singing ⓘ |
| homeTown | Springfield ⓘ |
| knownFor |
burping
ⓘ
drinking beer ⓘ frequent intoxication ⓘ slurred speech ⓘ |
| language | English ⓘ |
| medium | television ⓘ |
| nationality | American (fictional) ⓘ |
| networkOfOrigin | Fox ⓘ |
| occupation | barfly ⓘ |
| personalityTrait |
good-hearted
ⓘ
kind ⓘ often depressed ⓘ |
| relationshipToHomer |
best friend
ⓘ
drinking buddy ⓘ |
| residence | Springfield ⓘ |
| species | human ⓘ |
| voiceActor | Dan Castellaneta ⓘ |
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: Barney Gumble Description of subject: Barney Gumble is a frequently inebriated, good-hearted barfly from the animated television series "The Simpsons," known for his slurred speech and close association with Moe's Tavern.
Referenced by (25)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
voicing Mayor Quimby
subject linked to:
The Simpsons episode "Duffless"
subject linked to:
"Duffless"
subject linked to:
"Homer vs. the Eighteenth Amendment"
subject linked to:
"Pygmoelian"
subject linked to:
The Simpsons episode "Simpsons Roasting on an Open Fire"
subject linked to:
The Simpsons episode "Flaming Moe’s"
subject linked to:
Larry (The Simpsons character)
subject linked to:
Larry (The Simpsons character)
subject linked to:
The Simpsons episode "Homer's Odyssey"