Triple

T6174451
Position Surface form Disambiguated ID Type / Status
Subject Liu Xiaobo E137782 entity
Predicate hasWork P6260 FINISHED
Object Aesthetics and Human Freedom
Aesthetics and Human Freedom is a philosophical work by Chinese dissident and Nobel Peace Prize laureate Liu Xiaobo that explores the relationship between artistic expression, individual liberty, and resistance to authoritarianism.
 E573034 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: Aesthetics and Human Freedom | Statement: [Liu Xiaobo, hasWork, Aesthetics and Human Freedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aesthetics and Human Freedom
Context triple: [Liu Xiaobo, hasWork, Aesthetics and Human Freedom]
  • A. Lectures on Aesthetics
    Lectures on Aesthetics is a posthumously published collection of G. W. F. Hegel’s university lectures that presents his influential philosophy of art and beauty within his broader idealist system.
  • B. Aesthetic Theory
    Aesthetic Theory is Theodor W. Adorno’s major philosophical work on art and aesthetics, offering a dense, dialectical critique of modern culture and the role of art in society.
  • C. Speculations: Essays on Humanism and the Philosophy of Art
    Speculations: Essays on Humanism and the Philosophy of Art is a collection of philosophical essays exploring humanist themes and aesthetic theory in the context of art and culture.
  • D. Philosophical Investigations into the Essence of Human Freedom
    Philosophical Investigations into the Essence of Human Freedom is a seminal 1809 work by German idealist philosopher F.W.J. Schelling that explores the nature of human freedom, the problem of evil, and the dynamic relationship between God, nature, and human subjectivity.
  • E. Distinction: A Social Critique of the Judgement of Taste
    Distinction: A Social Critique of the Judgement of Taste is Pierre Bourdieu’s influential sociological study that analyzes how aesthetic preferences and cultural consumption reinforce social class distinctions.
  • 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: Aesthetics and Human Freedom
Triple: [Liu Xiaobo, hasWork, Aesthetics and Human Freedom]
Generated description
Aesthetics and Human Freedom is a philosophical work by Chinese dissident and Nobel Peace Prize laureate Liu Xiaobo that explores the relationship between artistic expression, individual liberty, and resistance to authoritarianism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aesthetics and Human Freedom
Target entity description: Aesthetics and Human Freedom is a philosophical work by Chinese dissident and Nobel Peace Prize laureate Liu Xiaobo that explores the relationship between artistic expression, individual liberty, and resistance to authoritarianism.
  • A. Lectures on Aesthetics
    Lectures on Aesthetics is a posthumously published collection of G. W. F. Hegel’s university lectures that presents his influential philosophy of art and beauty within his broader idealist system.
  • B. Aesthetic Theory
    Aesthetic Theory is Theodor W. Adorno’s major philosophical work on art and aesthetics, offering a dense, dialectical critique of modern culture and the role of art in society.
  • C. Speculations: Essays on Humanism and the Philosophy of Art
    Speculations: Essays on Humanism and the Philosophy of Art is a collection of philosophical essays exploring humanist themes and aesthetic theory in the context of art and culture.
  • D. Philosophical Investigations into the Essence of Human Freedom
    Philosophical Investigations into the Essence of Human Freedom is a seminal 1809 work by German idealist philosopher F.W.J. Schelling that explores the nature of human freedom, the problem of evil, and the dynamic relationship between God, nature, and human subjectivity.
  • E. Distinction: A Social Critique of the Judgement of Taste
    Distinction: A Social Critique of the Judgement of Taste is Pierre Bourdieu’s influential sociological study that analyzes how aesthetic preferences and cultural consumption reinforce social class distinctions.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc55b5c819084482b735771c9a8 completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141b200788190bd8d968edba53e5f completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c148476d2481909da6cebc4f0422e2 completed March 23, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69c148c2be64819099170df84a904eb9 completed March 23, 2026, 2:05 p.m.
Created at: March 22, 2026, 4:18 p.m.