Triple
T1667786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frankfurt School |
E36051
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Oskar Negt
Oskar Negt is a German philosopher and social theorist known for his work in critical theory, public sphere analysis, and the sociology of labor.
|
E197540
|
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: Oskar Negt | Statement: [Frankfurt School, hasMember, Oskar Negt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oskar Negt Context triple: [Frankfurt School, hasMember, Oskar Negt]
-
A.
Max Horkheimer
Max Horkheimer was a German philosopher and sociologist, a leading member of the Frankfurt School, known for developing critical theory and critiquing modern capitalist society and instrumental reason.
-
B.
Herbert Marcuse
Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
-
C.
Theodor W. Adorno
Theodor W. Adorno was a German philosopher, sociologist, musicologist, and leading member of the Frankfurt School known for his critical theory of society and culture.
-
D.
Axel Honneth
Axel Honneth is a German social philosopher and critical theorist known for his influential work on recognition, social justice, and the continuation of the Frankfurt School tradition.
-
E.
Walter Benjamin
Walter Benjamin was a German Jewish philosopher, cultural critic, and essayist known for his influential writings on aesthetics, history, and modernity, including the seminal essay "The Work of Art in the Age of Mechanical Reproduction."
- 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: Oskar Negt Triple: [Frankfurt School, hasMember, Oskar Negt]
Generated description
Oskar Negt is a German philosopher and social theorist known for his work in critical theory, public sphere analysis, and the sociology of labor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oskar Negt Target entity description: Oskar Negt is a German philosopher and social theorist known for his work in critical theory, public sphere analysis, and the sociology of labor.
-
A.
Max Horkheimer
Max Horkheimer was a German philosopher and sociologist, a leading member of the Frankfurt School, known for developing critical theory and critiquing modern capitalist society and instrumental reason.
-
B.
Herbert Marcuse
Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
-
C.
Theodor W. Adorno
Theodor W. Adorno was a German philosopher, sociologist, musicologist, and leading member of the Frankfurt School known for his critical theory of society and culture.
-
D.
Axel Honneth
Axel Honneth is a German social philosopher and critical theorist known for his influential work on recognition, social justice, and the continuation of the Frankfurt School tradition.
-
E.
Walter Benjamin
Walter Benjamin was a German Jewish philosopher, cultural critic, and essayist known for his influential writings on aesthetics, history, and modernity, including the seminal essay "The Work of Art in the Age of Mechanical Reproduction."
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62d1261481909a01c8fe4ff7500d |
completed | March 6, 2026, 5:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0c87ff88190a6ebdf9566856e03 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada524a234819082f94430da4e802d |
completed | March 8, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada5bc32ac8190a921410bdfa465fa |
completed | March 8, 2026, 4:37 p.m. |
Created at: March 4, 2026, 7:29 p.m.