Triple
T6151950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oswald |
E137223
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Oswald Spengler
Oswald Spengler was a German historian and philosopher best known for his work "The Decline of the West," in which he proposed a cyclical theory of the rise and fall of civilizations.
|
E571199
|
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 | Statement: [Oswald, hasNotableBearer, Oswald Spengler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oswald Spengler Context triple: [Oswald, hasNotableBearer, Oswald Spengler]
-
A.
Otto Lasch
Otto Lasch was a German Wehrmacht general during World War II, best known for commanding the defense of Königsberg in East Prussia.
-
B.
Johann Gustav Droysen
Johann Gustav Droysen was a 19th-century German historian and philosopher of history, known for pioneering historicism and developing influential theories on historical interpretation and methodology.
-
C.
Arnold Toynbee
Arnold Toynbee was a prominent British historian and philosopher of history best known for his multi-volume work "A Study of History," which analyzed the rise and fall of civilizations.
-
D.
Werner Jaeger
Werner Jaeger was a prominent 20th-century German classical philologist best known for his work on ancient Greek culture and education, especially his influential study "Paideia."
-
E.
Karl Löwith
Karl Löwith was a 20th-century German philosopher known for his critiques of modernity, secularized notions of progress, and the philosophy of history, as well as for his complex intellectual relationship with Martin Heidegger.
- 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 Triple: [Oswald, hasNotableBearer, Oswald Spengler]
Generated description
Oswald Spengler was a German historian and philosopher best known for his work "The Decline of the West," in which he proposed a cyclical theory of the rise and fall of civilizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oswald Spengler Target entity description: Oswald Spengler was a German historian and philosopher best known for his work "The Decline of the West," in which he proposed a cyclical theory of the rise and fall of civilizations.
-
A.
Otto Lasch
Otto Lasch was a German Wehrmacht general during World War II, best known for commanding the defense of Königsberg in East Prussia.
-
B.
Johann Gustav Droysen
Johann Gustav Droysen was a 19th-century German historian and philosopher of history, known for pioneering historicism and developing influential theories on historical interpretation and methodology.
-
C.
Arnold Toynbee
Arnold Toynbee was a prominent British historian and philosopher of history best known for his multi-volume work "A Study of History," which analyzed the rise and fall of civilizations.
-
D.
Werner Jaeger
Werner Jaeger was a prominent 20th-century German classical philologist best known for his work on ancient Greek culture and education, especially his influential study "Paideia."
-
E.
Karl Löwith
Karl Löwith was a 20th-century German philosopher known for his critiques of modernity, secularized notions of progress, and the philosophy of history, as well as for his complex intellectual relationship with Martin Heidegger.
- 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_69c008a45d008190832a9e19f5d63406 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05cfcb5cc8190b998e92211810442 |
completed | March 22, 2026, 9:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1360d84e081909ff6c06e3bd54aee |
completed | March 23, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_69c137d902c08190a857814ff70a82eb |
completed | March 23, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1389690e88190b1a9045c3a8fc892 |
completed | March 23, 2026, 12:56 p.m. |
Created at: March 22, 2026, 4:16 p.m.