Triple
T8296951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | H. Stuart Hughes |
E194243
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Oswald Spengler: A Critical Estimate
"Oswald Spengler: A Critical Estimate" is a scholarly study by historian H. Stuart Hughes that critically analyzes the ideas, influence, and historical context of German philosopher Oswald Spengler.
|
E724370
|
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: Oswald Spengler: A Critical Estimate | Statement: [H. Stuart Hughes, notableWork, Oswald Spengler: A Critical Estimate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oswald Spengler: A Critical Estimate Context triple: [H. Stuart Hughes, notableWork, Oswald Spengler: A Critical Estimate]
-
A.
Mein Leben mit Ernst Cassirer
Mein Leben mit Ernst Cassirer is Toni Cassirer’s autobiographical memoir recounting her life with the philosopher Ernst Cassirer and offering personal insights into his character and intellectual world.
-
B.
Lectures on the Philosophy of History
Lectures on the Philosophy of History is a posthumously published collection of G. W. F. Hegel’s university lectures that presents his influential view of world history as a rational process expressing the development of human freedom.
-
C.
The Concept of History
"The Concept of History" is a philosophical essay by Hannah Arendt that examines how modern understandings of history shape political thought, human action, and our sense of temporal experience.
-
D.
The World and the West
The World and the West is a historical study by Arnold Toynbee examining the impact of Western civilization on non-Western societies and the resulting cultural encounters and conflicts.
-
E.
History of the Intellectual Development of Europe
History of the Intellectual Development of Europe is a 19th-century historical work by John William Draper that traces the evolution of European thought and culture from antiquity to the modern era.
- 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: Oswald Spengler: A Critical Estimate Triple: [H. Stuart Hughes, notableWork, Oswald Spengler: A Critical Estimate]
Generated description
"Oswald Spengler: A Critical Estimate" is a scholarly study by historian H. Stuart Hughes that critically analyzes the ideas, influence, and historical context of German philosopher Oswald Spengler.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oswald Spengler: A Critical Estimate Target entity description: "Oswald Spengler: A Critical Estimate" is a scholarly study by historian H. Stuart Hughes that critically analyzes the ideas, influence, and historical context of German philosopher Oswald Spengler.
-
A.
Mein Leben mit Ernst Cassirer
Mein Leben mit Ernst Cassirer is Toni Cassirer’s autobiographical memoir recounting her life with the philosopher Ernst Cassirer and offering personal insights into his character and intellectual world.
-
B.
Lectures on the Philosophy of History
Lectures on the Philosophy of History is a posthumously published collection of G. W. F. Hegel’s university lectures that presents his influential view of world history as a rational process expressing the development of human freedom.
-
C.
The Concept of History
"The Concept of History" is a philosophical essay by Hannah Arendt that examines how modern understandings of history shape political thought, human action, and our sense of temporal experience.
-
D.
The World and the West
The World and the West is a historical study by Arnold Toynbee examining the impact of Western civilization on non-Western societies and the resulting cultural encounters and conflicts.
-
E.
History of the Intellectual Development of Europe
History of the Intellectual Development of Europe is a 19th-century historical work by John William Draper that traces the evolution of European thought and culture from antiquity to the modern era.
- 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7df887148190bddc2609bc885cb4 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68ad2f248190a1de95c01ddee259 |
completed | April 1, 2026, 6:49 p.m. |
| NEDg | Description generation | batch_69cd6d574ba88190a2538897d201d8c4 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e536724819095ad006bc0f013a4 |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:53 p.m.