Triple

T5066632
Position Surface form Disambiguated ID Type / Status
Subject Robert A. Heinlein E114158 entity
Predicate hasSignatureWork P491 FINISHED
Object 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.
E490056 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: Heinlein juveniles | Statement: [Robert A. Heinlein, hasSignatureWork, Heinlein juveniles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heinlein juveniles
Context triple: [Robert A. Heinlein, hasSignatureWork, Heinlein juveniles]
  • A. 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.
  • B. The Skylark of Space
    The Skylark of Space is a pioneering early space opera novel by E. E. "Doc" Smith that helped define many of the genre’s classic interstellar adventure tropes.
  • C. Lucky Starr series
    The Lucky Starr series is a set of juvenile science fiction adventure novels written by Isaac Asimov under the pseudonym Paul French, following space ranger David "Lucky" Starr on missions across the Solar System.
  • D. The Martian Chronicles
    The Martian Chronicles is a classic science fiction collection of interconnected stories depicting human colonization of Mars and its consequences, written by Ray Bradbury.
  • E. Hainish Cycle
    The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
  • 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: Heinlein juveniles
Triple: [Robert A. Heinlein, hasSignatureWork, Heinlein juveniles]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heinlein juveniles
Target entity description: 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.
  • A. 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.
  • B. The Skylark of Space
    The Skylark of Space is a pioneering early space opera novel by E. E. "Doc" Smith that helped define many of the genre’s classic interstellar adventure tropes.
  • C. Lucky Starr series
    The Lucky Starr series is a set of juvenile science fiction adventure novels written by Isaac Asimov under the pseudonym Paul French, following space ranger David "Lucky" Starr on missions across the Solar System.
  • D. The Martian Chronicles
    The Martian Chronicles is a classic science fiction collection of interconnected stories depicting human colonization of Mars and its consequences, written by Ray Bradbury.
  • E. Hainish Cycle
    The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd749aceac8190817278266308fd64 completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49d917081909ead17eed3f8af90 completed March 21, 2026, 2:01 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:38 p.m.