Seldon Plan
E200991
The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
All labels observed (4)
| Label | Occurrences |
|---|---|
| Seldon Plan canonical | 38 |
| Seldon Project | 3 |
| Seldon Plan infrastructure | 1 |
| the Seldon Plan | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T1799327 — 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: Seldon Plan Context triple: [Foundation, notableElement, Seldon Plan]
-
A.
The Machine
The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
-
B.
The Masterplan
"The Masterplan" is a 1995 B-side compilation track by British rock band Oasis, widely regarded by fans and critics as one of their finest songs despite initially not appearing on a studio album.
-
C.
The Sentinel
The Sentinel is a 1977 supernatural horror film known for its eerie atmosphere and cult status, in which Christopher Walken appears among an ensemble cast.
-
D.
The Sentinel
"The Sentinel" is a seminal science fiction short story by Arthur C. Clarke that helped inspire the concept and themes of his later work "2001: A Space Odyssey."
-
E.
Point Omega
Point Omega is a short, meditative novel by Don DeLillo that explores themes of time, war, and consciousness through the encounter between a reclusive war theorist and a young filmmaker in the desert.
- 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: Seldon Plan Target entity description: The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
-
A.
The Machine
The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
-
B.
The Masterplan
"The Masterplan" is a 1995 B-side compilation track by British rock band Oasis, widely regarded by fans and critics as one of their finest songs despite initially not appearing on a studio album.
-
C.
The Sentinel
The Sentinel is a 1977 supernatural horror film known for its eerie atmosphere and cult status, in which Christopher Walken appears among an ensemble cast.
-
D.
The Sentinel
"The Sentinel" is a seminal science fiction short story by Arthur C. Clarke that helped inspire the concept and themes of his later work "2001: A Space Odyssey."
-
E.
Point Omega
Point Omega is a short, meditative novel by Don DeLillo that explores themes of time, war, and consciousness through the encounter between a reclusive war theorist and a young filmmaker in the desert.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
fictional plan
ⓘ
narrative concept ⓘ plot device ⓘ |
| appearsIn |
Forward the Foundation
ⓘ
Foundation ⓘ Foundation and Empire ⓘ Foundation series ⓘ
linked to:
Foundation series (early stories)
Prelude to Foundation ⓘ Second Foundation ⓘ |
| assumes | individual actions average out statistically ⓘ |
| basedOn | psychohistory ⓘ |
| communicatedThrough | recorded Hari Seldon holographic messages ⓘ |
| creator | Isaac Asimov ⓘ |
| dependsOn | predictability of mass human behavior ⓘ |
| designedBy | Hari Seldon ⓘ |
| field | psychohistory ⓘ |
| firstAppearanceYear | 1942 ⓘ |
| firstPublicationContext |
Astounding Science Fiction magazine
ⓘ
linked to:
Astounding Stories of Super-Science
|
| genre | science fiction concept ⓘ |
| goal |
establish a Second Galactic Empire
ⓘ
preserve human knowledge ⓘ reduce a 30,000-year dark age to about 1,000 years ⓘ shorten the period of galactic chaos ⓘ |
| hasComponent |
Seldon Crises
ⓘ
linked to:
Seldon Crisis
Seldon Vault ⓘ |
| hasTheme |
determinism versus free will
ⓘ
rise and fall of civilizations ⓘ role of individuals in history ⓘ |
| implementedBy |
First Foundation
ⓘ
Second Foundation ⓘ |
| influences |
political development of the Foundation
ⓘ
religious and economic policies of the Foundation ⓘ technological priorities of the Foundation ⓘ |
| medium | literature ⓘ |
| method |
long-term sociohistorical forecasting
ⓘ
statistical prediction of large populations ⓘ |
| monitoredBy | Second Foundation ⓘ |
| namedAfter | Hari Seldon ⓘ |
| partOf | Foundation universe ⓘ |
| scope |
Galactic Empire
ⓘ
entire human galaxy-spanning civilization ⓘ |
| structure | sequence of Seldon Crises ⓘ |
| threatenedBy |
The Mule
ⓘ
large deviations from psychohistorical assumptions ⓘ unpredictable mutants ⓘ |
| timeHorizon | approximately 1,000 years ⓘ |
| universe |
Galactic Empire–Foundation universe
ⓘ
linked to:
Asimov universe
|
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: Seldon Plan Description of subject: The Seldon Plan is a long-term, mathematically derived strategy in Isaac Asimov’s Foundation series designed to guide humanity through a predicted dark age and shorten the collapse of galactic civilization.
Referenced by (43)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
Hari Seldon is the creator of psychohistory
subject linked to:
Hari Seldon is the creator of psychohistory
linked to: Seldon Plan
subject linked to:
Mayor Harla Branno
linked to: Seldon Plan
linked to: Seldon Plan
linked to: Seldon Plan
linked to: Seldon Plan
subject linked to:
novel "Foundation's Edge"