Triple

T18595951
Position Surface form Disambiguated ID Type / Status
Subject Limits to Growth E454493 entity
Predicate publisher P29 FINISHED
Object Universe Books NE NERFINISHED

How this triple was built (2 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: Universe Books | Statement: [Limits to Growth, publisher, Universe Books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Universe Books
Context triple: [Limits to Growth, publisher, Universe Books]
  • A. Universe Books chosen
    Universe Books was a publishing imprint known for releasing influential works on science, technology, and social issues, including landmark environmental and futurist titles.
  • B. Hyperion Books
    Hyperion Books is an American publishing imprint, originally founded by The Walt Disney Company, known for releasing a wide range of popular fiction and non-fiction titles.
  • C. Titan Books
    Titan Books is a British publishing house known for releasing tie-in fiction, art books, and non-fiction works based on popular film, television, and comic franchises.
  • D. Forge Books
    Forge Books is an American publishing imprint known for releasing a wide range of commercial fiction, including thrillers, mysteries, and general-interest novels, under the broader Tor/Forge publishing group.
  • E. Prometheus Books
    Prometheus Books is an American publishing company known for its focus on humanism, skepticism, and science-oriented non-fiction.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8d38ae7e081908a98df1251842402 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e545ba3bc881908f5308e09d54e05b completed April 19, 2026, 9:14 p.m.
Created at: April 10, 2026, 11:44 a.m.