Triple

T21297187
Position Surface form Disambiguated ID Type / Status
Subject James Warburg E524954 entity
Predicate notableWork P4 FINISHED
Object The United States in a Changing World
"The United States in a Changing World" is a political and economic analysis book by American banker and foreign policy advisor James Warburg, examining America's role and responsibilities in global affairs.
E1475807 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: The United States in a Changing World | Statement: [James Warburg, notableWork, The United States in a Changing World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The United States in a Changing World
Context triple: [James Warburg, notableWork, The United States in a Changing World]
  • A. Bound to Lead: The Changing Nature of American Power
    Bound to Lead: The Changing Nature of American Power is a seminal book by Joseph S. Nye Jr. that argues the United States’ global influence increasingly depends on “soft power” as well as traditional military and economic strength.
  • B. A New Foreign Policy: Beyond American Exceptionalism
    A New Foreign Policy: Beyond American Exceptionalism is a book by economist and public policy expert Jeffrey Sachs that critiques traditional U.S. foreign policy and advocates for a more cooperative, multilateral, and sustainability-focused global approach.
  • C. In the Shadows of the American Century: The Rise and Decline of U.S. Global Power
    *In the Shadows of the American Century: The Rise and Decline of U.S. Global Power* is a historical and geopolitical study that examines how the United States built its global dominance and why that power is now in relative decline.
  • D. The Post-American World
    The Post-American World is a non-fiction book by Fareed Zakaria that analyzes the shifting global balance of power and the rise of emerging nations in a world no longer dominated solely by the United States.
  • E. Statecraft: And How to Restore America’s Standing in the World
    "Statecraft: And How to Restore America’s Standing in the World" is a foreign policy book by veteran U.S. diplomat Dennis Ross that analyzes past American diplomatic successes and failures to propose strategies for revitalizing U.S. global leadership.
  • 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: The United States in a Changing World
Triple: [James Warburg, notableWork, The United States in a Changing World]
Generated description
"The United States in a Changing World" is a political and economic analysis book by American banker and foreign policy advisor James Warburg, examining America's role and responsibilities in global affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The United States in a Changing World
Target entity description: "The United States in a Changing World" is a political and economic analysis book by American banker and foreign policy advisor James Warburg, examining America's role and responsibilities in global affairs.
  • A. Bound to Lead: The Changing Nature of American Power
    Bound to Lead: The Changing Nature of American Power is a seminal book by Joseph S. Nye Jr. that argues the United States’ global influence increasingly depends on “soft power” as well as traditional military and economic strength.
  • B. A New Foreign Policy: Beyond American Exceptionalism
    A New Foreign Policy: Beyond American Exceptionalism is a book by economist and public policy expert Jeffrey Sachs that critiques traditional U.S. foreign policy and advocates for a more cooperative, multilateral, and sustainability-focused global approach.
  • C. In the Shadows of the American Century: The Rise and Decline of U.S. Global Power
    *In the Shadows of the American Century: The Rise and Decline of U.S. Global Power* is a historical and geopolitical study that examines how the United States built its global dominance and why that power is now in relative decline.
  • D. The Post-American World
    The Post-American World is a non-fiction book by Fareed Zakaria that analyzes the shifting global balance of power and the rise of emerging nations in a world no longer dominated solely by the United States.
  • E. Statecraft: And How to Restore America’s Standing in the World
    "Statecraft: And How to Restore America’s Standing in the World" is a foreign policy book by veteran U.S. diplomat Dennis Ross that analyzes past American diplomatic successes and failures to propose strategies for revitalizing U.S. global leadership.
  • 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7385968308190bc9fe5c2bd4598e6 completed April 21, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099814529c8190a94cfd3355862d0f completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998b0c09081909f99cdd4064f55cc completed May 17, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a09993444c88190a5f594315b81c34a completed May 17, 2026, 10:32 a.m.
Created at: April 16, 2026, 4:04 p.m.