Triple

T2103499
Position Surface form Disambiguated ID Type / Status
Subject Harper E37141 entity
Predicate partOf P40 FINISHED
Object Big Five publishers
The Big Five publishers are the five largest and most influential English-language trade book publishing companies, dominating much of the global book market.
 E233729 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: Big Five publishers | Statement: [Harper, partOf, Big Five publishers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Five publishers
Context triple: [Harper, partOf, Big Five publishers]
  • A. Pocket Books
    Pocket Books is a long-running American mass-market paperback publisher known for popular fiction and non-fiction titles, operating as an imprint of Simon & Schuster.
  • B. American Publishing Company
    American Publishing Company was a 19th-century U.S. publishing house best known for issuing major works by authors such as Mark Twain, including classic American literature.
  • C. Scribe Publications
    Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
  • D. Macmillan Publishers
    Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
  • E. Triangle Publications
    Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
  • 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: Big Five publishers
Triple: [Harper, partOf, Big Five publishers]
Generated description
The Big Five publishers are the five largest and most influential English-language trade book publishing companies, dominating much of the global book market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Five publishers
Target entity description: The Big Five publishers are the five largest and most influential English-language trade book publishing companies, dominating much of the global book market.
  • A. Pocket Books
    Pocket Books is a long-running American mass-market paperback publisher known for popular fiction and non-fiction titles, operating as an imprint of Simon & Schuster.
  • B. American Publishing Company
    American Publishing Company was a 19th-century U.S. publishing house best known for issuing major works by authors such as Mark Twain, including classic American literature.
  • C. Scribe Publications
    Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
  • D. Macmillan Publishers
    Macmillan Publishers is a major global publishing company known for its wide range of academic, educational, and trade books and imprints.
  • E. Triangle Publications
    Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abbabf7cdc81909636dff34badc1c5 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3068189c81909cf76fd1fc2a0fe6 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f9d0448190a0b3251676d9825d completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae316398488190b9dd38145d5488b4 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.