Triple

T8511136
Position Surface form Disambiguated ID Type / Status
Subject First Foundation E201454 entity
Predicate appearsIn P795 FINISHED
Object 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.
 E738503 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 and Empire" | Statement: [First Foundation, appearsIn, novel "Foundation and Empire"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: novel "Foundation and Empire"
Context triple: [First Foundation, appearsIn, novel "Foundation and Empire"]
  • A. 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.
  • B. 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.
  • 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. Rocannon's World
    Rocannon's World is a science fantasy novel by Ursula K. Le Guin that introduces her Hainish universe through the story of an ethnologist exploring a perilous alien planet.
  • E. Triplanetary
    Triplanetary is a classic science fiction novel by E. E. "Doc" Smith that serves as a foundational prequel to his Lensman series, depicting interstellar conflict and the origins of the Lensmen.
  • 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 and Empire"
Triple: [First Foundation, appearsIn, novel "Foundation and Empire"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: novel "Foundation and Empire"
Target entity description: "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.
  • A. 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.
  • B. 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.
  • 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. Rocannon's World
    Rocannon's World is a science fantasy novel by Ursula K. Le Guin that introduces her Hainish universe through the story of an ethnologist exploring a perilous alien planet.
  • E. Triplanetary
    Triplanetary is a classic science fiction novel by E. E. "Doc" Smith that serves as a foundational prequel to his Lensman series, depicting interstellar conflict and the origins of the Lensmen.
  • 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_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.