Frankie Machine
E537700
Frankie Machine is the troubled, heroin-addicted card dealer and aspiring drummer at the center of Nelson Algren’s novel and its film adaptation The Man with the Golden Arm.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Frankie Machine canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T5656343 — 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: Frankie Machine Context triple: [The Man with the Golden Arm, mainCharacter, Frankie Machine]
-
A.
Frank's Wild Years
Frank's Wild Years is a theatrical, concept-driven album by Tom Waits that blends experimental rock, cabaret, and storytelling to follow the surreal misadventures of its titular character.
-
B.
Dream Machines
Dream Machines is the visionary second half of Ted Nelson’s influential 1974 book that imagines interactive, hypertext-based computers as tools for personal creativity and liberation.
-
C.
Bone Machine
"Bone Machine" is the opening track of the Pixies' influential 1988 album *Surfer Rosa*, known for its raw sound and surreal, fragmented lyrics.
-
D.
Bone Machine
Bone Machine is a critically acclaimed 1992 album by Tom Waits known for its dark, percussive sound and apocalyptic, death-obsessed themes.
-
E.
Machine Gun Funk
"Machine Gun Funk" is a track by The Notorious B.I.G. from his landmark debut album "Ready to Die," showcasing his gritty storytelling and smooth, laid-back flow over a funk-influenced beat.
- 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: Frankie Machine Target entity description: Frankie Machine is the troubled, heroin-addicted card dealer and aspiring drummer at the center of Nelson Algren’s novel and its film adaptation The Man with the Golden Arm.
-
A.
Frank's Wild Years
Frank's Wild Years is a theatrical, concept-driven album by Tom Waits that blends experimental rock, cabaret, and storytelling to follow the surreal misadventures of its titular character.
-
B.
Dream Machines
Dream Machines is the visionary second half of Ted Nelson’s influential 1974 book that imagines interactive, hypertext-based computers as tools for personal creativity and liberation.
-
C.
Bone Machine
"Bone Machine" is the opening track of the Pixies' influential 1988 album *Surfer Rosa*, known for its raw sound and surreal, fragmented lyrics.
-
D.
Bone Machine
Bone Machine is a critically acclaimed 1992 album by Tom Waits known for its dark, percussive sound and apocalyptic, death-obsessed themes.
-
E.
Machine Gun Funk
"Machine Gun Funk" is a track by The Notorious B.I.G. from his landmark debut album "Ready to Die," showcasing his gritty storytelling and smooth, laid-back flow over a funk-influenced beat.
- F. None of above. chosen
Statements (36)
| Predicate | Object |
|---|---|
| instanceOf |
fictional character
ⓘ
film character ⓘ literary character ⓘ |
| appearsIn |
The Man with the Golden Arm
ⓘ
The Man with the Golden Arm (film) ⓘ
linked to:
The Man with the Golden Arm
|
| aspiration | drummer ⓘ |
| associatedWith |
jazz and drumming
ⓘ
underground gambling scene ⓘ |
| centralThemeOf |
addiction
ⓘ
redemption ⓘ urban poverty ⓘ |
| createdBy | Nelson Algren ⓘ |
| firstAppearance |
The Man with the Golden Arm (1949 novel)
ⓘ
linked to:
The Man with the Golden Arm
|
| fullName | Frankie Machine ⓘ |
| gender | male ⓘ |
| hasAddiction | heroin ⓘ |
| hasAlias | "the man with the golden arm" ⓘ |
| hasRelationshipWith |
Molly (his lover)
ⓘ
Zosh (his wife) ⓘ |
| hasTrait |
aspiring musician
ⓘ
talented card dealer ⓘ troubled ⓘ |
| literaryMovement |
American realism
ⓘ
linked to:
Realism
|
| livesIn | Chicago ⓘ |
| medium |
feature film adaptation
ⓘ
novel ⓘ |
| narrativeFunction | focus of psychological and social realism in the novel ⓘ |
| nationality | American (fictional) ⓘ |
| notableFor | depiction of heroin addiction in mid-20th-century American literature ⓘ |
| occupation |
card dealer
ⓘ
poker dealer ⓘ |
| portrayedBy | Frank Sinatra ⓘ |
| roleInWork | protagonist of The Man with the Golden Arm ⓘ |
| settingOfStory | post–World War II Chicago ⓘ |
| strugglesWith |
drug addiction
ⓘ
gambling milieu ⓘ |
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: Frankie Machine Description of subject: Frankie Machine is the troubled, heroin-addicted card dealer and aspiring drummer at the center of Nelson Algren’s novel and its film adaptation The Man with the Golden Arm.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.