Triple
T1243797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert A. Dahl |
E26717
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Polyarchy: Participation and Opposition
Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
|
E142500
|
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: Polyarchy: Participation and Opposition | Statement: [Robert A. Dahl, notableWork, Polyarchy: Participation and Opposition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Polyarchy: Participation and Opposition Context triple: [Robert A. Dahl, notableWork, Polyarchy: Participation and Opposition]
-
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.
Economic Origins of Dictatorship and Democracy
Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
-
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.
Earth Democracy
Earth Democracy is a book by environmental activist Vandana Shiva that outlines a vision for ecological sustainability, social justice, and grassroots democracy in response to globalization and environmental degradation.
-
E.
The Narrow Corridor: States, Societies, and the Fate of Liberty
The Narrow Corridor: States, Societies, and the Fate of Liberty is a political economy book that explores how the balance between state power and societal forces shapes the emergence and preservation of freedom across different countries and historical periods.
- 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: Polyarchy: Participation and Opposition Triple: [Robert A. Dahl, notableWork, Polyarchy: Participation and Opposition]
Generated description
Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Polyarchy: Participation and Opposition Target entity description: Polyarchy: Participation and Opposition is a seminal political science book by Robert A. Dahl that develops the concept of polyarchy to analyze the conditions and institutions underpinning modern representative democracy.
-
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.
Economic Origins of Dictatorship and Democracy
Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
-
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.
Earth Democracy
Earth Democracy is a book by environmental activist Vandana Shiva that outlines a vision for ecological sustainability, social justice, and grassroots democracy in response to globalization and environmental degradation.
-
E.
The Narrow Corridor: States, Societies, and the Fate of Liberty
The Narrow Corridor: States, Societies, and the Fate of Liberty is a political economy book that explores how the balance between state power and societal forces shapes the emergence and preservation of freedom across different countries and historical periods.
- 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.