Triple

T19040124
Position Surface form Disambiguated ID Type / Status
Subject Hendrik Hertzberg E465976 entity
Predicate notableWork P4 FINISHED
Object Politics: Observations & Arguments — NE NERFINISHED

How this triple was built (3 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: Politics: Observations & Arguments | Statement: [Hendrik Hertzberg, notableWork, Politics: Observations & Arguments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Politics: Observations & Arguments
Context triple: [Hendrik Hertzberg, notableWork, Politics: Observations & Arguments]
  • A. Politics: Between the Extremes
    Politics: Between the Extremes is a political memoir and reflection by former UK Deputy Prime Minister Nick Clegg, examining the challenges and possibilities of centrist liberal politics in an era of polarization.
  • B. Politics As Usual
    Politics As Usual is a CNN Philippines public affairs and news talk program that features in-depth discussions and interviews on current political issues in the Philippines.
  • C. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • D. New Aspects of Politics
    New Aspects of Politics is a seminal 1925 work by political scientist Charles E. Merriam that helped pioneer the behavioral and empirical study of politics in the United States.
  • E. Politics: A Work in Constructive Social Theory
    Politics: A Work in Constructive Social Theory is a major philosophical treatise that proposes a radical reimagining of social, economic, and political institutions to expand human freedom and democratic empowerment.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Politics: Observations & Arguments
Target entity description: Politics: Observations & Arguments is a collection of essays by Hendrik Hertzberg offering incisive, witty commentary on American politics and public life.
  • A. Politics: Between the Extremes
    Politics: Between the Extremes is a political memoir and reflection by former UK Deputy Prime Minister Nick Clegg, examining the challenges and possibilities of centrist liberal politics in an era of polarization.
  • B. Politics As Usual
    Politics As Usual is a CNN Philippines public affairs and news talk program that features in-depth discussions and interviews on current political issues in the Philippines.
  • C. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • D. New Aspects of Politics
    New Aspects of Politics is a seminal 1925 work by political scientist Charles E. Merriam that helped pioneer the behavioral and empirical study of politics in the United States.
  • E. Politics: A Work in Constructive Social Theory
    Politics: A Work in Constructive Social Theory is a major philosophical treatise that proposes a radical reimagining of social, economic, and political institutions to expand human freedom and democratic empowerment.
  • F. None of above. chosen

Provenance (2 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d80054c88190a9d3a49aed504235 completed April 20, 2026, 7:38 a.m.
Created at: April 10, 2026, 12:02 p.m.