Triple

T12572759
Position Surface form Disambiguated ID Type / Status
Subject American Historical Association E295644 entity
Predicate publishes P80 FINISHED
Object Perspectives on History
Perspectives on History is the American Historical Association’s flagship newsmagazine covering developments, debates, and professional issues in the field of history.
E988929 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: Perspectives on History | Statement: [American Historical Association, publishes, Perspectives on History]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perspectives on History
Context triple: [American Historical Association, publishes, Perspectives on History]
  • A. The Uses and Abuses of History
    The Uses and Abuses of History is a book by historian Margaret MacMillan that examines how historical narratives are constructed and how they can be responsibly used or dangerously misused in contemporary politics and public life.
  • B. The Politics of History
    The Politics of History is a critical work of historiography by Howard Zinn that challenges traditional narratives and argues for a politically engaged, socially conscious approach to writing and teaching history.
  • C. Universal History in Perspective
    Universal History in Perspective is a 19th-century historical textbook by American educator Emma Willard, designed to present world history in a clear, chronological framework for students.
  • D. New Viewpoints in American History
    New Viewpoints in American History is a seminal collection of historical essays by Arthur M. Schlesinger Sr. that helped reshape interpretations of U.S. history in the early 20th century.
  • E. Reflections on History
    Reflections on History is a posthumously published collection of lectures and essays by Swiss historian Jacob Burckhardt that explores the nature, patterns, and philosophy of historical development.
  • 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: Perspectives on History
Triple: [American Historical Association, publishes, Perspectives on History]
Generated description
Perspectives on History is the American Historical Association’s flagship newsmagazine covering developments, debates, and professional issues in the field of history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perspectives on History
Target entity description: Perspectives on History is the American Historical Association’s flagship newsmagazine covering developments, debates, and professional issues in the field of history.
  • A. The Uses and Abuses of History
    The Uses and Abuses of History is a book by historian Margaret MacMillan that examines how historical narratives are constructed and how they can be responsibly used or dangerously misused in contemporary politics and public life.
  • B. The Politics of History
    The Politics of History is a critical work of historiography by Howard Zinn that challenges traditional narratives and argues for a politically engaged, socially conscious approach to writing and teaching history.
  • C. Universal History in Perspective
    Universal History in Perspective is a 19th-century historical textbook by American educator Emma Willard, designed to present world history in a clear, chronological framework for students.
  • D. New Viewpoints in American History
    New Viewpoints in American History is a seminal collection of historical essays by Arthur M. Schlesinger Sr. that helped reshape interpretations of U.S. history in the early 20th century.
  • E. Reflections on History
    Reflections on History is a posthumously published collection of lectures and essays by Swiss historian Jacob Burckhardt that explores the nature, patterns, and philosophy of historical development.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a52c788190beac128a97e34dc1 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65595826081908035655f7930f55a completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a86ff48190bd3debd30e11df80 completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f657aec8fc8190b3b08ccb95595958 completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 11:50 p.m.