Triple
T786835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Research and Analysis Branch |
E16820
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Herbert Marcuse |
E5273
|
NE FINISHED |
How this triple was built (2 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: Herbert Marcuse | Statement: [Research and Analysis Branch, employer, Herbert Marcuse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert Marcuse Context triple: [Research and Analysis Branch, employer, Herbert Marcuse]
-
A.
Herbert Marcuse
chosen
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."
-
B.
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.
-
C.
Jürgen Habermas
Jürgen Habermas is a German philosopher and social theorist known for his work on communicative rationality, the public sphere, and deliberative democracy.
-
D.
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."
-
E.
György Lukács
György Lukács was a Hungarian Marxist philosopher and literary critic known for his pioneering work in Western Marxism, particularly his theories of reification, class consciousness, and the novel.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a78171908190a38a70274bfbebf9 |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a67efd612481909580fbef3605dcbc |
completed | March 3, 2026, 6:26 a.m. |
Created at: March 1, 2026, 7:38 p.m.