Triple
T11565612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Juan J. Linz |
E274243
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Totalitarian and Authoritarian Regimes
Totalitarian and Authoritarian Regimes is a seminal comparative politics study that systematically analyzes and distinguishes different types of non-democratic political systems.
|
E207982
|
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: Totalitarian and Authoritarian Regimes | Statement: [Juan J. Linz, notableWork, Totalitarian and Authoritarian Regimes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Totalitarian and Authoritarian Regimes Context triple: [Juan J. Linz, notableWork, Totalitarian and Authoritarian Regimes]
-
A.
Fascism and Dictatorship
"Fascism and Dictatorship" is a Marxist theoretical study by Nicos Poulantzas that analyzes the class nature, political structures, and historical development of fascist regimes in Europe.
-
B.
The Authoritarian State
The Authoritarian State is a seminal essay by critical theorist Max Horkheimer that analyzes the rise of modern authoritarianism and its roots in capitalist society and liberal democracy.
-
C.
Omnipotent Government
Omnipotent Government is a 1944 political and economic treatise by Ludwig von Mises that critiques totalitarianism, especially Nazism, and defends classical liberalism and free-market principles.
-
D.
The Democratic and the Authoritarian State
The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
-
E.
Dictatorships and Double Standards
Dictatorships and Double Standards is a highly influential 1979 essay by political scientist Jeane Kirkpatrick that argued U.S. foreign policy should distinguish between authoritarian and totalitarian regimes, shaping neoconservative thought and Reagan-era diplomacy.
- 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: Totalitarian and Authoritarian Regimes Triple: [Juan J. Linz, notableWork, Totalitarian and Authoritarian Regimes]
Generated description
Totalitarian and Authoritarian Regimes is a seminal comparative politics study that systematically analyzes and distinguishes different types of non-democratic political systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Totalitarian and Authoritarian Regimes Target entity description: Totalitarian and Authoritarian Regimes is a seminal comparative politics study that systematically analyzes and distinguishes different types of non-democratic political systems.
-
A.
Fascism and Dictatorship
"Fascism and Dictatorship" is a Marxist theoretical study by Nicos Poulantzas that analyzes the class nature, political structures, and historical development of fascist regimes in Europe.
-
B.
The Authoritarian State
The Authoritarian State is a seminal essay by critical theorist Max Horkheimer that analyzes the rise of modern authoritarianism and its roots in capitalist society and liberal democracy.
-
C.
Omnipotent Government
Omnipotent Government is a 1944 political and economic treatise by Ludwig von Mises that critiques totalitarianism, especially Nazism, and defends classical liberalism and free-market principles.
-
D.
The Democratic and the Authoritarian State
The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
-
E.
Dictatorships and Double Standards
chosen
Dictatorships and Double Standards is a highly influential 1979 essay by political scientist Jeane Kirkpatrick that argued U.S. foreign policy should distinguish between authoritarian and totalitarian regimes, shaping neoconservative thought and Reagan-era diplomacy.
- F. None of above.
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.