Triple

T8511139
Position Surface form Disambiguated ID Type / Status
Subject First Foundation E201454 entity
Predicate appearsIn P795 FINISHED
Object 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.
 E744653 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 Earth" | Statement: [First Foundation, appearsIn, novel "Foundation and Earth"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: novel "Foundation and Earth"
Context triple: [First Foundation, appearsIn, novel "Foundation and Earth"]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Remembrance of Earth’s Past trilogy
    The Remembrance of Earth’s Past trilogy is a renowned hard science fiction series by Liu Cixin that explores humanity’s contact and conflict with an alien civilization across vast scales of time and space.
  • 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 Earth"
Triple: [First Foundation, appearsIn, novel "Foundation and Earth"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: novel "Foundation and Earth"
Target entity description: "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.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Remembrance of Earth’s Past trilogy
    The Remembrance of Earth’s Past trilogy is a renowned hard science fiction series by Liu Cixin that explores humanity’s contact and conflict with an alien civilization across vast scales of time and space.
  • 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_69cea8411e148190a700dae3d3ebd716 completed April 2, 2026, 5:32 p.m.
NEDg Description generation batch_69cea994f0ac819092fb34a0f2357611 completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa4c7ba08190be86cccc3a857656 completed April 2, 2026, 5:41 p.m.
Created at: March 30, 2026, 6:15 p.m.