Triple

T11565615

Position	Surface form	Disambiguated ID	Type / Status
Subject	Juan J. Linz	`E274243`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Crisis, Breakdown, and Reequilibration Crisis, Breakdown, and Reequilibration is a seminal political science work by Juan J. Linz analyzing how democratic and authoritarian regimes confront, succumb to, or recover from periods of severe political crisis.	`E933758`	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: Crisis, Breakdown, and Reequilibration | Statement: [Juan J. Linz, notableWork, Crisis, Breakdown, and Reequilibration]

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

Target entity: Crisis, Breakdown, and Reequilibration
Context triple: [Juan J. Linz, notableWork, Crisis, Breakdown, and Reequilibration]

A. The Collapse of Chaos
The Collapse of Chaos is a popular science book by mathematician Ian Stewart (with Jack Cohen) that explores complexity theory, chaos, and how simple rules can give rise to the rich structures and behaviors seen in nature.
B. After Crisis: Adjustment, Recovery and Fragility in East Asia
"After Crisis: Adjustment, Recovery and Fragility in East Asia" is a scholarly work by economist Jayati Ghosh that analyzes the economic and social consequences of the late-1990s Asian financial crisis and the region’s subsequent paths of recovery and vulnerability.
C. The Architecture of Collapse
The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
D. Crises
Crises is a 1983 progressive rock album by English multi-instrumentalist Mike Oldfield, best known for its blend of long-form compositions and hit singles like "Moonlight Shadow."
E. Crisis? What Crisis?
"Crisis? What Crisis?" is a 1975 studio album by the British rock band Supertramp, known for its blend of progressive rock and pop melodies.
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: Crisis, Breakdown, and Reequilibration
Triple: [Juan J. Linz, notableWork, Crisis, Breakdown, and Reequilibration]

Generated description

Crisis, Breakdown, and Reequilibration is a seminal political science work by Juan J. Linz analyzing how democratic and authoritarian regimes confront, succumb to, or recover from periods of severe political crisis.

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

Target entity: Crisis, Breakdown, and Reequilibration
Target entity description: Crisis, Breakdown, and Reequilibration is a seminal political science work by Juan J. Linz analyzing how democratic and authoritarian regimes confront, succumb to, or recover from periods of severe political crisis.

A. The Collapse of Chaos
The Collapse of Chaos is a popular science book by mathematician Ian Stewart (with Jack Cohen) that explores complexity theory, chaos, and how simple rules can give rise to the rich structures and behaviors seen in nature.
B. After Crisis: Adjustment, Recovery and Fragility in East Asia
"After Crisis: Adjustment, Recovery and Fragility in East Asia" is a scholarly work by economist Jayati Ghosh that analyzes the economic and social consequences of the late-1990s Asian financial crisis and the region’s subsequent paths of recovery and vulnerability.
C. The Architecture of Collapse
The Architecture of Collapse is a book by sociologist Mauro F. Guillén that analyzes the structural vulnerabilities and interconnected risks of the global economic and political system.
D. Crises
Crises is a 1983 progressive rock album by English multi-instrumentalist Mike Oldfield, best known for its blend of long-form compositions and hit singles like "Moonlight Shadow."
E. Crisis? What Crisis?
"Crisis? What Crisis?" is a 1975 studio album by the British rock band Supertramp, known for its blend of progressive rock and pop melodies.
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.