Triple

T2704485

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cass Sunstein	`E59309`	entity
Predicate	notableWork	`P4`	FINISHED
Object	#Republic: Divided Democracy in the Age of Social Media #Republic: Divided Democracy in the Age of Social Media is a nonfiction book by legal scholar Cass Sunstein that examines how online echo chambers and social media fragmentation threaten democratic deliberation and civic life.	`E290295`	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: #Republic: Divided Democracy in the Age of Social Media | Statement: [Cass Sunstein, notableWork, #Republic: Divided Democracy in the Age of Social Media]

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

Target entity: #Republic: Divided Democracy in the Age of Social Media
Context triple: [Cass Sunstein, notableWork, #Republic: Divided Democracy in the Age of Social Media]

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 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.
C. The Crisis of Democracy
The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
D. Democracy Dies in Darkness
"Democracy Dies in Darkness" is the investigative-journalism-focused slogan of The Washington Post, emphasizing the importance of transparency and a free press to a functioning democracy.
E. Labyrinths of Democracy
Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
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: #Republic: Divided Democracy in the Age of Social Media
Triple: [Cass Sunstein, notableWork, #Republic: Divided Democracy in the Age of Social Media]

Generated description

#Republic: Divided Democracy in the Age of Social Media is a nonfiction book by legal scholar Cass Sunstein that examines how online echo chambers and social media fragmentation threaten democratic deliberation and civic life.

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

Target entity: #Republic: Divided Democracy in the Age of Social Media
Target entity description: #Republic: Divided Democracy in the Age of Social Media is a nonfiction book by legal scholar Cass Sunstein that examines how online echo chambers and social media fragmentation threaten democratic deliberation and civic life.

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 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.
C. The Crisis of Democracy
The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
D. Democracy Dies in Darkness
"Democracy Dies in Darkness" is the investigative-journalism-focused slogan of The Washington Post, emphasizing the importance of transparency and a free press to a functioning democracy.
E. Labyrinths of Democracy
Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
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_69ab4ac66bc88190b9e4afa5fc843f72`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abda518c58819096c8b67c0f754655`	completed	March 7, 2026, 7:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afaf79c8648190a9041dd2903a1429`	completed	March 10, 2026, 5:43 a.m.
NEDg	Description generation	`batch_69afb002b86881909401e1bec24b76bf`	completed	March 10, 2026, 5:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb0e906f88190b182cbfe81122eed`	completed	March 10, 2026, 5:49 a.m.

Created at: March 6, 2026, 9:55 p.m.