Triple

T2219154
Position Surface form Disambiguated ID Type / Status
Subject Macmillan Publishers E48100 entity
Predicate hasImprint P2763 FINISHED
Object Palgrave Macmillan
Palgrave Macmillan is an academic and professional publishing company known for its scholarly books and journals in the humanities, social sciences, and business.
 E245384 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: Palgrave Macmillan | Statement: [Macmillan Publishers, hasImprint, Palgrave Macmillan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palgrave Macmillan
Context triple: [Macmillan Publishers, hasImprint, Palgrave Macmillan]
  • A. Palgrave Academy
    Palgrave Academy was an 18th-century Dissenting school in Suffolk, England, known for its progressive educational methods and association with prominent literary figure Anna Laetitia Barbauld.
  • B. Oxford University Press
    Oxford University Press is a major academic publishing house and department of the University of Oxford, renowned worldwide for its scholarly books, journals, and reference works.
  • C. Routledge & Kegan Paul
    Routledge & Kegan Paul was a prominent British academic and philosophical publishing house known for issuing influential works in the humanities and social sciences.
  • D. Cambridge University Press
    Cambridge University Press is the publishing business of the University of Cambridge and one of the world’s oldest and most prestigious academic and educational publishers.
  • E. M. E. Sharpe
    M. E. Sharpe is an academic publishing company known for its scholarly books and journals in the social sciences and humanities.
  • 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: Palgrave Macmillan
Triple: [Macmillan Publishers, hasImprint, Palgrave Macmillan]
Generated description
Palgrave Macmillan is an academic and professional publishing company known for its scholarly books and journals in the humanities, social sciences, and business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palgrave Macmillan
Target entity description: Palgrave Macmillan is an academic and professional publishing company known for its scholarly books and journals in the humanities, social sciences, and business.
  • A. Palgrave Academy
    Palgrave Academy was an 18th-century Dissenting school in Suffolk, England, known for its progressive educational methods and association with prominent literary figure Anna Laetitia Barbauld.
  • B. Oxford University Press
    Oxford University Press is a major academic publishing house and department of the University of Oxford, renowned worldwide for its scholarly books, journals, and reference works.
  • C. Routledge & Kegan Paul
    Routledge & Kegan Paul was a prominent British academic and philosophical publishing house known for issuing influential works in the humanities and social sciences.
  • D. Cambridge University Press
    Cambridge University Press is the publishing business of the University of Cambridge and one of the world’s oldest and most prestigious academic and educational publishers.
  • E. M. E. Sharpe
    M. E. Sharpe is an academic publishing company known for its scholarly books and journals in the social sciences and humanities.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc011d50c8190b1c375cc633f8189 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae655b369c8190a5d12b87401534d7 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.