Triple

T8338760
Position Surface form Disambiguated ID Type / Status
Subject Hans Cornelius E195855 entity
Predicate notableStudent P4838 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: [Hans Cornelius, notableStudent, Herbert Marcuse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Marcuse
Context triple: [Hans Cornelius, notableStudent, 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. 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.
  • C. 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.
  • D. 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.
  • E. Ernst Bloch
    Ernst Bloch was a German Marxist philosopher best known for his utopian and humanist ideas, especially articulated in his major work "The Principle of Hope."
  • 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fd68e348190a7cb8639a263b50f completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce888975b081908af58968e43cdac9 completed April 2, 2026, 3:17 p.m.
Created at: March 30, 2026, 5:57 p.m.