Triple

T7196249
Position Surface form Disambiguated ID Type / Status
Subject Gretel Adorno E168622 entity
Predicate movement P81 FINISHED
Object Critical theory
Critical theory is a philosophical and social theory tradition, rooted in Marxism and developed by the Frankfurt School, that critically examines society, culture, and power structures with the aim of enabling emancipation and social change.
E649237 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: Critical theory | Statement: [Gretel Adorno, movement, Critical theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Critical theory
Context triple: [Gretel Adorno, movement, Critical theory]
  • A. Traditional and Critical Theory
    Traditional and Critical Theory is a seminal 1937 essay by Max Horkheimer that contrasts conventional, positivist social science with critical theory aimed at emancipation and social transformation.
  • B. Critical Theory, Marxism, and Modernity
    "Critical Theory, Marxism, and Modernity" is a scholarly work by Douglas Kellner that examines the development and relevance of Marxist and critical theory traditions in analyzing the structures and crises of modern and contemporary society.
  • C. Western Marxism
    Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
  • D. Analytical Marxism
    Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
  • E. Marxist humanism
    Marxist humanism is a philosophical current that interprets Marxism through a human-centered lens, emphasizing human agency, alienation, and emancipation over economic determinism or rigid structuralism.
  • 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: Critical theory
Triple: [Gretel Adorno, movement, Critical theory]
Generated description
Critical theory is a philosophical and social theory tradition, rooted in Marxism and developed by the Frankfurt School, that critically examines society, culture, and power structures with the aim of enabling emancipation and social change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Critical theory
Target entity description: Critical theory is a philosophical and social theory tradition, rooted in Marxism and developed by the Frankfurt School, that critically examines society, culture, and power structures with the aim of enabling emancipation and social change.
  • A. Traditional and Critical Theory
    Traditional and Critical Theory is a seminal 1937 essay by Max Horkheimer that contrasts conventional, positivist social science with critical theory aimed at emancipation and social transformation.
  • B. Critical Theory, Marxism, and Modernity
    "Critical Theory, Marxism, and Modernity" is a scholarly work by Douglas Kellner that examines the development and relevance of Marxist and critical theory traditions in analyzing the structures and crises of modern and contemporary society.
  • C. Western Marxism
    Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
  • D. Analytical Marxism
    Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
  • E. Marxist humanism
    Marxist humanism is a philosophical current that interprets Marxism through a human-centered lens, emphasizing human agency, alienation, and emancipation over economic determinism or rigid structuralism.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e927709c81909edf6ee42fe7f833 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa14e1c8190968b207bef0c96a9 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c0a8985c8190894b28c9b733a205 completed March 28, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1352f8881909c3a7d03a5f2a5b1 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:51 p.m.