Fred Saberhagen's Berserker series
E161131
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Fred Saberhagen's Berserker series canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T1406189 — 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: Fred Saberhagen's Berserker series Context triple: [Berserker hypothesis, influencedBy, Fred Saberhagen's Berserker series]
-
A.
Piers Anthony
Piers Anthony is a British-American fantasy and science fiction author best known for his long-running Xanth series.
-
B.
Stephen Baxter
Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
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C.
Ian McDonald
Ian McDonald is a British science fiction author known for his richly imagined, culturally diverse speculative novels such as "River of Gods" and "Brasyl."
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D.
L. Neil Smith
L. Neil Smith was an American libertarian science fiction author and activist known for his pro-freedom themes and influential role in promoting libertarian ideas within speculative fiction.
-
E.
Haldeman
Haldeman is a surname most notably associated with H. R. Haldeman, the White House Chief of Staff under U.S. President Richard Nixon and a central figure in the Watergate scandal.
- 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: Fred Saberhagen's Berserker series Target entity description: Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
-
A.
Piers Anthony
Piers Anthony is a British-American fantasy and science fiction author best known for his long-running Xanth series.
-
B.
Stephen Baxter
Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
-
C.
Ian McDonald
Ian McDonald is a British science fiction author known for his richly imagined, culturally diverse speculative novels such as "River of Gods" and "Brasyl."
-
D.
L. Neil Smith
L. Neil Smith was an American libertarian science fiction author and activist known for his pro-freedom themes and influential role in promoting libertarian ideas within speculative fiction.
-
E.
Haldeman
Haldeman is a surname most notably associated with H. R. Haldeman, the White House Chief of Staff under U.S. President Richard Nixon and a central figure in the Watergate scandal.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
science fiction book series
ⓘ
space opera ⓘ |
| author | Fred Saberhagen ⓘ |
| centralAntagonist | Berserkers ⓘ |
| containsWork |
Berserker
ⓘ
Berserker Base ⓘ Berserker Blue Death ⓘ Berserker Death ⓘ Berserker Fury ⓘ Berserker Kill ⓘ Berserker Lies ⓘ Berserker Man ⓘ Berserker Prime ⓘ Berserker Throne ⓘ Berserker Wars ⓘ Berserker's Planet ⓘ Brother Assassin ⓘ Berserker Prime ⓘ
surface form:
Rogue Berserker
|
| countryOfOrigin |
United States of America
ⓘ
surface form:
United States
|
| features |
human resistance
ⓘ
planet-destroying war machines ⓘ self-replicating machines ⓘ |
| firstNovel | Berserker (fix-up novel) ⓘ |
| firstWork | Without a Thought ⓘ |
| genre | science fiction ⓘ |
| hasFictionalSpecies | various human and alien civilizations ⓘ |
| hasFictionalTechnology | Berserker warships ⓘ |
| influenced |
later killer-robot fiction
ⓘ
space opera depictions of genocidal machines ⓘ |
| language | English ⓘ |
| laterMedium |
novels
ⓘ
short story collections ⓘ |
| narrativeStyle | loosely connected stories in shared universe ⓘ |
| notableFor |
concept of self-replicating doomsday machines
ⓘ
depiction of total war between life and machines ⓘ |
| originalMedium | magazine short stories ⓘ |
| publicationPeriodStart | 1963 ⓘ |
| publisher | various science fiction publishers ⓘ |
| setting |
Milky Way
ⓘ
surface form:
Milky Way galaxy
|
| subgenre |
military science fiction
ⓘ
space opera ⓘ |
| targetAudience | adult readers ⓘ |
| theme |
artificial intelligence
ⓘ
extermination of all life ⓘ man versus machine ⓘ survival ⓘ war ⓘ |
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: Fred Saberhagen's Berserker series Description of subject: Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.