Triple

T8091988
Position Surface form Disambiguated ID Type / Status
Subject James Bohman E188887 entity
Predicate notableWork P4 FINISHED
Object Public Deliberation: Pluralism, Complexity, and Democracy
Public Deliberation: Pluralism, Complexity, and Democracy is a political philosophy book by James Bohman that develops a theory of deliberative democracy capable of functioning under conditions of social pluralism and institutional complexity.
E710667 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: Public Deliberation: Pluralism, Complexity, and Democracy | Statement: [James Bohman, notableWork, Public Deliberation: Pluralism, Complexity, and Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Deliberation: Pluralism, Complexity, and Democracy
Context triple: [James Bohman, notableWork, Public Deliberation: Pluralism, Complexity, and Democracy]
  • A. States of Deliberation
    The States of Deliberation is the parliament and primary legislative body of the British Crown Dependency of Guernsey.
  • B. A Preface to Democratic Theory
    A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
  • C. 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.
  • D. Democracy’s Dharma
    Democracy’s Dharma is a scholarly book by sociologist Richard Madsen that examines the role of religious traditions in shaping Taiwan’s democratic development.
  • E. Democracy Matters
    Democracy Matters is a political philosophy book by Cornel West that critiques the state of American democracy and explores the threats posed by imperialism, racism, and religious fundamentalism.
  • 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: Public Deliberation: Pluralism, Complexity, and Democracy
Triple: [James Bohman, notableWork, Public Deliberation: Pluralism, Complexity, and Democracy]
Generated description
Public Deliberation: Pluralism, Complexity, and Democracy is a political philosophy book by James Bohman that develops a theory of deliberative democracy capable of functioning under conditions of social pluralism and institutional complexity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Deliberation: Pluralism, Complexity, and Democracy
Target entity description: Public Deliberation: Pluralism, Complexity, and Democracy is a political philosophy book by James Bohman that develops a theory of deliberative democracy capable of functioning under conditions of social pluralism and institutional complexity.
  • A. States of Deliberation
    The States of Deliberation is the parliament and primary legislative body of the British Crown Dependency of Guernsey.
  • B. A Preface to Democratic Theory
    A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
  • C. 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.
  • D. Democracy’s Dharma
    Democracy’s Dharma is a scholarly book by sociologist Richard Madsen that examines the role of religious traditions in shaping Taiwan’s democratic development.
  • E. Democracy Matters
    Democracy Matters is a political philosophy book by Cornel West that critiques the state of American democracy and explores the threats posed by imperialism, racism, and religious fundamentalism.
  • 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_69ca82b7b3e88190b9041ab0ef28b3cb completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42217a1881909792b08a2f06fb75 completed March 31, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc640dbab881908a8142ac472f3408 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc651e3b4c81908408c9f08eca8e09 completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc69531a3c8190b712b3df6beefb7b completed April 1, 2026, 12:39 a.m.
Created at: March 30, 2026, 5:30 p.m.