Triple
T38884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert |
E769
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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."
|
E5273
|
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: Herbert Marcuse | Statement: [Herbert, hasNotableBearer, Herbert Marcuse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert Marcuse Context triple: [Herbert, hasNotableBearer, Herbert Marcuse]
-
A.
Noam Chomsky
Noam Chomsky is an American linguist, philosopher, cognitive scientist, historian, and political activist widely regarded as the founder of modern linguistics and a prominent critic of U.S. foreign policy.
-
B.
Edward S. Herman
Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
-
C.
Erich Neumann
Erich Neumann was a German economist and Nazi official who held senior positions in the Third Reich’s economic administration and participated in high-level policy meetings during World War II.
-
D.
Detlev W. Bronk
Detlev W. Bronk was an influential American scientist and educator known as a pioneer of biophysics and a prominent leader in national science policy.
-
E.
Primo Levi
Primo Levi was an Italian Jewish chemist and writer renowned for his powerful memoirs and reflections on his experiences in Nazi concentration camps and the Holocaust.
- 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: Herbert Marcuse Triple: [Herbert, hasNotableBearer, Herbert Marcuse]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herbert Marcuse Target entity description: 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."
-
A.
Noam Chomsky
Noam Chomsky is an American linguist, philosopher, cognitive scientist, historian, and political activist widely regarded as the founder of modern linguistics and a prominent critic of U.S. foreign policy.
-
B.
Edward S. Herman
Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
-
C.
Erich Neumann
Erich Neumann was a German economist and Nazi official who held senior positions in the Third Reich’s economic administration and participated in high-level policy meetings during World War II.
-
D.
Detlev W. Bronk
Detlev W. Bronk was an influential American scientist and educator known as a pioneer of biophysics and a prominent leader in national science policy.
-
E.
Primo Levi
Primo Levi was an Italian Jewish chemist and writer renowned for his powerful memoirs and reflections on his experiences in Nazi concentration camps and the Holocaust.
- 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_69a247a8f6c08190bac804906d62ed5a |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a24acd14b48190b80d4329621583df |
completed | Feb. 28, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a255322d048190b3a45c6c6a80230c |
completed | Feb. 28, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_69a255ee9c1c8190a9d1db89af34fbaf |
completed | Feb. 28, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a256a35c3081908aa5522c734bd54d |
completed | Feb. 28, 2026, 2:44 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.