Triple

T11565660

Position	Surface form	Disambiguated ID	Type / Status
Subject	Adam Przeworski	`E274244`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Capitalism and Social Democracy "Capitalism and Social Democracy" is a seminal political science book by Adam Przeworski that analyzes how social democratic parties adapted their strategies within capitalist democracies, especially in Western Europe.	`E933761`	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: Capitalism and Social Democracy | Statement: [Adam Przeworski, notableWork, Capitalism and Social Democracy]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Capitalism and Social Democracy
Context triple: [Adam Przeworski, notableWork, Capitalism and Social Democracy]

A. Capitalism, Socialism and Democracy
Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
B. Freedom and Socialism
Freedom and Socialism is a collection of political essays and speeches by Julius Nyerere outlining his vision of African socialism, self-reliance, and postcolonial nation-building in Tanzania.
C. Liberalism and Democracy
"Liberalism and Democracy" is a political philosophy book by Norberto Bobbio that examines the historical relationship, tensions, and possible reconciliation between liberalism and democratic theory.
D. Socialism
Socialism is a political and economic ideology that advocates collective or public ownership and democratic control of the means of production to promote social and economic equality.
E. social democracy
Social democracy is a center-left political ideology that seeks to combine a capitalist market economy with strong social welfare policies, economic regulation, and democratic governance to promote social justice and reduce inequality.
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: Capitalism and Social Democracy
Triple: [Adam Przeworski, notableWork, Capitalism and Social Democracy]

Generated description

"Capitalism and Social Democracy" is a seminal political science book by Adam Przeworski that analyzes how social democratic parties adapted their strategies within capitalist democracies, especially in Western Europe.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Capitalism and Social Democracy
Target entity description: "Capitalism and Social Democracy" is a seminal political science book by Adam Przeworski that analyzes how social democratic parties adapted their strategies within capitalist democracies, especially in Western Europe.

A. Capitalism, Socialism and Democracy
Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
B. Freedom and Socialism
Freedom and Socialism is a collection of political essays and speeches by Julius Nyerere outlining his vision of African socialism, self-reliance, and postcolonial nation-building in Tanzania.
C. Liberalism and Democracy
"Liberalism and Democracy" is a political philosophy book by Norberto Bobbio that examines the historical relationship, tensions, and possible reconciliation between liberalism and democratic theory.
D. Socialism
Socialism is a political and economic ideology that advocates collective or public ownership and democratic control of the means of production to promote social and economic equality.
E. social democracy
Social democracy is a center-left political ideology that seeks to combine a capitalist market economy with strong social welfare policies, economic regulation, and democratic governance to promote social justice and reduce inequality.
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_69d6aae5ac3c81908d2b0a3a665665b2`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d88dd321f88190a57ecaf079fbbc3f`	completed	April 10, 2026, 5:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69e6e8b1a67481909a05105728acc358`	completed	April 21, 2026, 3:02 a.m.
NEDg	Description generation	`batch_69e6ef951eb881909810b5923385c4c6`	completed	April 21, 2026, 3:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69e6f94ac2d0819098a3024eaab908b5`	completed	April 21, 2026, 4:12 a.m.

Created at: April 8, 2026, 9:37 p.m.