Triple

T8492492
Position Surface form Disambiguated ID Type / Status
Subject Foundation universe E201005 entity
Predicate hasEvent P811 FINISHED
Object rise of the Second Foundation
The rise of the Second Foundation is a pivotal event in Isaac Asimov’s Foundation universe, marking the emergence of a hidden group of mentalic scholars who secretly guide the course of galactic history.
E781522 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: rise of the Second Foundation | Statement: [Foundation universe, hasEvent, rise of the Second Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: rise of the Second Foundation
Context triple: [Foundation universe, hasEvent, rise of the Second Foundation]
  • A. Second Foundation
    Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
  • B. Prelude to Foundation
    Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
  • C. novel "Foundation and Empire"
    "Foundation and Empire" is a science fiction novel by Isaac Asimov that continues the story of the Foundation’s struggle for survival and influence as it confronts both the decaying Galactic Empire and the mysterious figure known as the Mule.
  • D. novel "Foundation's Edge"
    "Foundation's Edge" is a science fiction novel by Isaac Asimov that continues the story of the Foundation centuries after its founding, exploring political intrigue, the search for the mythical Second Foundation, and the evolution of psychohistory.
  • E. novel "Foundation and Earth"
    "Foundation and Earth" is a science fiction novel by Isaac Asimov that continues the Foundation series by following a quest across the galaxy to uncover the origins and fate of humanity and its legendary homeworld, Earth.
  • 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: rise of the Second Foundation
Triple: [Foundation universe, hasEvent, rise of the Second Foundation]
Generated description
The rise of the Second Foundation is a pivotal event in Isaac Asimov’s Foundation universe, marking the emergence of a hidden group of mentalic scholars who secretly guide the course of galactic history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: rise of the Second Foundation
Target entity description: The rise of the Second Foundation is a pivotal event in Isaac Asimov’s Foundation universe, marking the emergence of a hidden group of mentalic scholars who secretly guide the course of galactic history.
  • A. Second Foundation
    Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
  • B. Prelude to Foundation
    Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
  • C. novel "Foundation and Empire"
    "Foundation and Empire" is a science fiction novel by Isaac Asimov that continues the story of the Foundation’s struggle for survival and influence as it confronts both the decaying Galactic Empire and the mysterious figure known as the Mule.
  • D. novel "Foundation's Edge"
    "Foundation's Edge" is a science fiction novel by Isaac Asimov that continues the story of the Foundation centuries after its founding, exploring political intrigue, the search for the mythical Second Foundation, and the evolution of psychohistory.
  • E. novel "Foundation and Earth"
    "Foundation and Earth" is a science fiction novel by Isaac Asimov that continues the Foundation series by following a quest across the galaxy to uncover the origins and fate of humanity and its legendary homeworld, Earth.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe55cf5dc81908cad31ac53e15b46 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0542a84dc819092a1dce08cc12a6d completed April 3, 2026, 11:58 p.m.
NEDg Description generation batch_69d055a47dc48190a088315c017e144b completed April 4, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69d0562e41bc8190801c75e962600df2 completed April 4, 2026, 12:07 a.m.
Created at: March 30, 2026, 6:13 p.m.