Triple

T10410894
Position Surface form Disambiguated ID Type / Status
Subject Palgrave Macmillan E245384 entity
Predicate predecessor P97 FINISHED
Object Palgrave
Palgrave was an academic publishing imprint that later evolved into the modern scholarly publisher Palgrave Macmillan.
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 | Statement: [Palgrave Macmillan, predecessor, Palgrave]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palgrave
Context triple: [Palgrave Macmillan, predecessor, Palgrave]
  • A. 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.
  • B. 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.
  • C. A&C Black
    A&C Black is a long-established British publishing company known for its diverse catalog of reference works, educational titles, and general non-fiction.
  • D. 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.
  • E. Praeger
    Praeger is a surname of Irish origin borne by various notable individuals and families.
  • 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
Triple: [Palgrave Macmillan, predecessor, Palgrave]
Generated description
Palgrave was an academic publishing imprint that later evolved into the modern scholarly publisher Palgrave Macmillan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palgrave
Target entity description: Palgrave was an academic publishing imprint that later evolved into the modern scholarly publisher Palgrave Macmillan.
  • A. Palgrave Macmillan chosen
    Palgrave Macmillan is an academic and professional publishing company known for its scholarly books and journals in the humanities, social sciences, and business.
  • B. 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.
  • C. A&C Black
    A&C Black is a long-established British publishing company known for its diverse catalog of reference works, educational titles, and general non-fiction.
  • D. 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.
  • E. Praeger
    Praeger is a surname of Irish origin borne by various notable individuals and families.
  • F. None of above.

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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9fb98748190a3a6c161edd8f400 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbfae96c8190ac496e9a1158afe4 completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d6a0188190a7ee6de5aab50486 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859e40bf88190a6dc8deed3049d31 completed April 10, 2026, 2:01 a.m.
Created at: April 6, 2026, 12:09 p.m.