Triple

T1799327
Position Surface form Disambiguated ID Type / Status
Subject Foundation E39678 entity
Predicate notableElement P7734 FINISHED
Object Seldon Plan
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.
E200991 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Seldon Plan | Statement: [Foundation, notableElement, Seldon Plan]
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.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Seldon Plan
Triple: [Foundation, notableElement, Seldon Plan]
Generated 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.
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

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6569b2e48190a56cf48160796d2e completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.