Triple

T1800451
Position Surface form Disambiguated ID Type / Status
Subject Galactic Empire series E39704 entity
Predicate hasCategory P87 FINISHED
Object Works by Isaac Asimov
Works by Isaac Asimov comprise a vast and influential body of science fiction and popular science writing that helped define modern speculative literature and shape public understanding of science and technology.
 E6350 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: Works by Isaac Asimov | Statement: [Galactic Empire series, hasCategory, Works by Isaac Asimov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Works by Isaac Asimov
Context triple: [Galactic Empire series, hasCategory, Works by Isaac Asimov]
  • A. Isaac Asimov
    Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
  • B. David Asimov
    David Asimov is the son of famed science fiction author Isaac Asimov, known primarily for this familial connection.
  • C. Robert A. Heinlein
    Robert A. Heinlein was a pioneering American science fiction author, often called the "dean of science fiction writers," known for influential works like "Stranger in a Strange Land" and "Starship Troopers."
  • D. 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.
  • E. Robert Silverberg
    Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
  • 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: Works by Isaac Asimov
Triple: [Galactic Empire series, hasCategory, Works by Isaac Asimov]
Generated description
Works by Isaac Asimov comprise a vast and influential body of science fiction and popular science writing that helped define modern speculative literature and shape public understanding of science and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Works by Isaac Asimov
Target entity description: Works by Isaac Asimov comprise a vast and influential body of science fiction and popular science writing that helped define modern speculative literature and shape public understanding of science and technology.
  • A. Isaac Asimov chosen
    Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
  • B. David Asimov
    David Asimov is the son of famed science fiction author Isaac Asimov, known primarily for this familial connection.
  • C. Robert A. Heinlein
    Robert A. Heinlein was a pioneering American science fiction author, often called the "dean of science fiction writers," known for influential works like "Stranger in a Strange Land" and "Starship Troopers."
  • D. 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.
  • E. Robert Silverberg
    Robert Silverberg is a prolific American science fiction author known for his imaginative world-building, psychological depth, and numerous award-winning novels and short stories.
  • F. None of above.

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_69aa656ad5d4819090e677ad137b0cd1 completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.