Triple
T2505641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heinz Eulau |
E52572
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E271886
|
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: Labyrinths of Democracy | Statement: [Heinz Eulau, notableWork, Labyrinths of Democracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Labyrinths of Democracy Context triple: [Heinz Eulau, notableWork, Labyrinths of Democracy]
-
A.
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.
-
B.
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.
-
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.
Democracy: An American Novel
Democracy: An American Novel is a 19th-century political novel by Henry Adams that satirically explores corruption, ambition, and moral compromise in Washington, D.C. politics.
-
E.
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.
- 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: Labyrinths of Democracy Triple: [Heinz Eulau, notableWork, Labyrinths of Democracy]
Generated description
Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Labyrinths of Democracy Target entity description: Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
-
A.
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.
-
B.
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.
-
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.
Democracy: An American Novel
Democracy: An American Novel is a 19th-century political novel by Henry Adams that satirically explores corruption, ambition, and moral compromise in Washington, D.C. politics.
-
E.
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.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1cec9f48190848b6129aa394ce4 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1fa57aa4819096578a5538973ec4 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af203f7ca08190ba781891bd879192 |
completed | March 9, 2026, 7:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af20cd13a88190a35bc1b74ad088ef |
completed | March 9, 2026, 7:34 p.m. |
Created at: March 6, 2026, 9:46 p.m.