Triple

T941162
Position Surface form Disambiguated ID Type / Status
Subject Arthur Schlesinger Jr. E20307 entity
Predicate notableWork P4 FINISHED
Object The Politics of Hope
The Politics of Hope is a collection of essays by historian Arthur Schlesinger Jr. that champions liberal democracy and reformist politics in mid-20th-century America.
E110654 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 Politics of Hope | Statement: [Arthur Schlesinger Jr., notableWork, The Politics of Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Politics of Hope
Context triple: [Arthur Schlesinger Jr., notableWork, The Politics of Hope]
  • A. Between Hope and History
    "Between Hope and History" is a political book by Bill Clinton that outlines his centrist vision, policy priorities, and reflections on his presidency during the 1990s.
  • B. The Audacity of Hope
    The Audacity of Hope is a political memoir and reflection on American values and public life by Barack Obama, written before his presidency and outlining his vision for the country.
  • C. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • D. The Ends of Power
    The Ends of Power is a memoir by former White House Chief of Staff H. R. Haldeman that offers an insider’s account of the Nixon administration and the Watergate scandal.
  • E. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • 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 Politics of Hope
Triple: [Arthur Schlesinger Jr., notableWork, The Politics of Hope]
Generated description
The Politics of Hope is a collection of essays by historian Arthur Schlesinger Jr. that champions liberal democracy and reformist politics in mid-20th-century America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Politics of Hope
Target entity description: The Politics of Hope is a collection of essays by historian Arthur Schlesinger Jr. that champions liberal democracy and reformist politics in mid-20th-century America.
  • A. Between Hope and History
    "Between Hope and History" is a political book by Bill Clinton that outlines his centrist vision, policy priorities, and reflections on his presidency during the 1990s.
  • B. The Audacity of Hope
    The Audacity of Hope is a political memoir and reflection on American values and public life by Barack Obama, written before his presidency and outlining his vision for the country.
  • C. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • D. The Ends of Power
    The Ends of Power is a memoir by former White House Chief of Staff H. R. Haldeman that offers an insider’s account of the Nixon administration and the Watergate scandal.
  • E. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • 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_69a493b0270c81909e6c9ce310f6aa55 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b38cc6888190b1d9043ec8fbcbc3 completed March 1, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826e30c448190acc1457a63d27a4a completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a8343e16908190af102cfce025c31f completed March 4, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69a834f3a9288190a8cd28165379cec6 completed March 4, 2026, 1:34 p.m.
Created at: March 1, 2026, 7:40 p.m.