Triple

T19582876
Position Surface form Disambiguated ID Type / Status
Subject The Moon Is a Harsh Mistress E490038 entity
Predicate partOf P40 FINISHED
Object Robert A. Heinlein bibliography
The Robert A. Heinlein bibliography is the comprehensive list of novels, short stories, and other works by the influential American science fiction author Robert A. Heinlein.
 E1385716 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: Robert A. Heinlein bibliography | Statement: [The Moon Is a Harsh Mistress, partOf, Robert A. Heinlein bibliography]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert A. Heinlein bibliography
Context triple: [The Moon Is a Harsh Mistress, partOf, Robert A. Heinlein bibliography]
  • A. Heinlein juveniles
    Heinlein juveniles are a series of mid-20th-century young adult science fiction novels by Robert A. Heinlein that helped define the genre with adventurous plots and themes of personal responsibility, competence, and social critique.
  • B. Robert Silverberg bibliography
    The Robert Silverberg bibliography is a comprehensive listing of the science fiction and fantasy works written by American author Robert Silverberg, including his novels, short stories, and collections.
  • C. 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.
  • D. Ursula K. Le Guin bibliography
    The Ursula K. Le Guin bibliography is the comprehensive body of novels, short stories, essays, and other writings by the acclaimed American speculative fiction author Ursula K. Le Guin.
  • E. Asimov’s Science Fiction
    Asimov’s Science Fiction is a long-running American magazine specializing in science fiction short stories and novellas, known for publishing both established and emerging genre authors.
  • 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: Robert A. Heinlein bibliography
Triple: [The Moon Is a Harsh Mistress, partOf, Robert A. Heinlein bibliography]
Generated description
The Robert A. Heinlein bibliography is the comprehensive list of novels, short stories, and other works by the influential American science fiction author Robert A. Heinlein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert A. Heinlein bibliography
Target entity description: The Robert A. Heinlein bibliography is the comprehensive list of novels, short stories, and other works by the influential American science fiction author Robert A. Heinlein.
  • A. Heinlein juveniles
    Heinlein juveniles are a series of mid-20th-century young adult science fiction novels by Robert A. Heinlein that helped define the genre with adventurous plots and themes of personal responsibility, competence, and social critique.
  • B. Robert Silverberg bibliography
    The Robert Silverberg bibliography is a comprehensive listing of the science fiction and fantasy works written by American author Robert Silverberg, including his novels, short stories, and collections.
  • C. 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.
  • D. Ursula K. Le Guin bibliography
    The Ursula K. Le Guin bibliography is the comprehensive body of novels, short stories, essays, and other writings by the acclaimed American speculative fiction author Ursula K. Le Guin.
  • E. Asimov’s Science Fiction
    Asimov’s Science Fiction is a long-running American magazine specializing in science fiction short stories and novellas, known for publishing both established and emerging genre authors.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6404f34b081908aeb9cc9a5ddf539 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f0f48b88190874f8cada3ed053d completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a07601bb12c81909faab959182b1863 completed May 15, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a07613541688190821fd97e069691a5 completed May 15, 2026, 6:08 p.m.
Created at: April 10, 2026, 1:42 p.m.