Triple

T1800128
Position Surface form Disambiguated ID Type / Status
Subject Opus 100 E39697 entity
Predicate subject P450 FINISHED
Object Isaac Asimov bibliography
The Isaac Asimov bibliography is the comprehensive catalog of the prolific science fiction and popular science author's extensive body of work, including novels, short stories, essays, and non-fiction books.
 E203137 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: Isaac Asimov bibliography | Statement: [Opus 100, subject, Isaac Asimov bibliography]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isaac Asimov bibliography
Context triple: [Opus 100, subject, Isaac Asimov bibliography]
  • A. Asimov's Chronology of the World
    Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
  • B. I. Asimov: A Memoir
    I. Asimov: A Memoir is Isaac Asimov’s autobiographical work reflecting on his life, career, and experiences as a prolific science fiction and popular science writer.
  • C. Asimov's New Guide to Science
    Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
  • D. The Autobiography of Isaac Asimov, 1920–1954
    The Autobiography of Isaac Asimov, 1920–1954 is the first volume of Isaac Asimov’s two-part autobiography, covering his early life, education, and the beginnings of his career as a science fiction writer and biochemist.
  • E. Carl Sagan bibliography
    The Carl Sagan bibliography is the comprehensive list of books, essays, and other written works authored or co-authored by the astronomer and science communicator Carl Sagan.
  • 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: Isaac Asimov bibliography
Triple: [Opus 100, subject, Isaac Asimov bibliography]
Generated description
The Isaac Asimov bibliography is the comprehensive catalog of the prolific science fiction and popular science author's extensive body of work, including novels, short stories, essays, and non-fiction books.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isaac Asimov bibliography
Target entity description: The Isaac Asimov bibliography is the comprehensive catalog of the prolific science fiction and popular science author's extensive body of work, including novels, short stories, essays, and non-fiction books.
  • A. Asimov's Chronology of the World
    Asimov's Chronology of the World is a comprehensive historical reference book by Isaac Asimov that presents a chronological overview of world history from prehistoric times to the modern era.
  • B. I. Asimov: A Memoir
    I. Asimov: A Memoir is Isaac Asimov’s autobiographical work reflecting on his life, career, and experiences as a prolific science fiction and popular science writer.
  • C. Asimov's New Guide to Science
    Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
  • D. The Autobiography of Isaac Asimov, 1920–1954
    The Autobiography of Isaac Asimov, 1920–1954 is the first volume of Isaac Asimov’s two-part autobiography, covering his early life, education, and the beginnings of his career as a science fiction writer and biochemist.
  • E. Carl Sagan bibliography
    The Carl Sagan bibliography is the comprehensive list of books, essays, and other written works authored or co-authored by the astronomer and science communicator Carl Sagan.
  • 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_69adbf5645808190a774d96cfe5c5e58 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adbff135188190908058a2e2d41a1e completed March 8, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69adc0832cd881909702f380412702d5 completed March 8, 2026, 6:31 p.m.
Created at: March 4, 2026, 7:32 p.m.