Triple

T8511138
Position Surface form Disambiguated ID Type / Status
Subject First Foundation E201454 entity
Predicate appearsIn P795 FINISHED
Object 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.
 E743110 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: novel "Foundation's Edge" | Statement: [First Foundation, appearsIn, novel "Foundation's Edge"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: novel "Foundation's Edge"
Context triple: [First Foundation, appearsIn, novel "Foundation's Edge"]
  • A. 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.
  • 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. 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.
  • D. novel Foundation
    Foundation is a landmark science fiction novel by Isaac Asimov that introduces the concept of psychohistory and chronicles the efforts to preserve knowledge and civilization as a vast galactic empire collapses.
  • E. “All Systems Red”
    “All Systems Red” is a critically acclaimed science fiction novella by Martha Wells that introduces the popular Murderbot Diaries series, following a self-aware security android navigating corporate space missions and its own emerging autonomy.
  • 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: novel "Foundation's Edge"
Triple: [First Foundation, appearsIn, novel "Foundation's Edge"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: novel "Foundation's Edge"
Target entity description: "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.
  • A. 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.
  • 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. 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.
  • D. novel Foundation
    Foundation is a landmark science fiction novel by Isaac Asimov that introduces the concept of psychohistory and chronicles the efforts to preserve knowledge and civilization as a vast galactic empire collapses.
  • E. “All Systems Red”
    “All Systems Red” is a critically acclaimed science fiction novella by Martha Wells that introduces the popular Murderbot Diaries series, following a self-aware security android navigating corporate space missions and its own emerging autonomy.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe608e5b08190a6d551793e8ed94b completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce88ec84208190ab72c8411e6cc4c2 completed April 2, 2026, 3:19 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:15 p.m.