Triple

T1243799
Position Surface form Disambiguated ID Type / Status
Subject Robert A. Dahl E26717 entity
Predicate notableWork P4 FINISHED
Object Democracy and Its Critics
Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
E142502 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: Democracy and Its Critics | Statement: [Robert A. Dahl, notableWork, Democracy and Its Critics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democracy and Its Critics
Context triple: [Robert A. Dahl, notableWork, Democracy and Its Critics]
  • A. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • B. Democracy and Social Ethics
    Democracy and Social Ethics is a 1902 book by social reformer Jane Addams that explores the ethical foundations of democracy through analyses of social problems such as poverty, labor, and urban life.
  • C. 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.
  • D. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • E. Reflections of a Radical Moderate
    Reflections of a Radical Moderate is a political memoir and collection of essays by former U.S. Attorney General Elliot Richardson, exploring his centrist philosophy, public service, and the ethical challenges 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: Democracy and Its Critics
Triple: [Robert A. Dahl, notableWork, Democracy and Its Critics]
Generated description
Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democracy and Its Critics
Target entity description: Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • A. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • B. Democracy and Social Ethics
    Democracy and Social Ethics is a 1902 book by social reformer Jane Addams that explores the ethical foundations of democracy through analyses of social problems such as poverty, labor, and urban life.
  • C. 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.
  • D. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • E. Reflections of a Radical Moderate
    Reflections of a Radical Moderate is a political memoir and collection of essays by former U.S. Attorney General Elliot Richardson, exploring his centrist philosophy, public service, and the ethical challenges 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf636e208190a4d56806db61916c completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8f7bd6148190933210f66a8899ce completed March 7, 2026, 8:50 p.m.
NEDg Description generation batch_69ac900a6c208190b3c76efcec1186ec completed March 7, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69ac9111e6288190b83074bd05e2f282 completed March 7, 2026, 8:56 p.m.
Created at: March 1, 2026, 7:47 p.m.