Triple

T2817106
Position Surface form Disambiguated ID Type / Status
Subject Socialism: Utopian and Scientific E54313 entity
Predicate hasPart P35 FINISHED
Object Dialectics
Dialectics is a method of reasoning and analysis that understands phenomena through their internal contradictions, development, and interconnections, central to Marxist philosophy and social theory.
E188065 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: Dialectics | Statement: [Socialism: Utopian and Scientific, hasPart, Dialectics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dialectics
Context triple: [Socialism: Utopian and Scientific, hasPart, Dialectics]
  • A. Hegelian dialectics
    Hegelian dialectics is a philosophical framework developed by G.W.F. Hegel that explains historical and conceptual development through the dynamic process of contradiction and resolution, often summarized as thesis–antithesis–synthesis.
  • B. Negative Dialectics
    Negative Dialectics is a major work of critical philosophy by Theodor W. Adorno that challenges traditional notions of identity and systematic thought by emphasizing contradiction, non-identity, and the limits of conceptual thinking.
  • C. Discourses
    Discourses is a collection of teachings by the Stoic philosopher Epictetus, recorded by his student Arrian, that outlines practical guidance for living a virtuous and rational life.
  • D. Logik
    Logik is a foundational work on formal logic by German philosopher and mathematician Gottlob Frege, contributing significantly to the development of modern logic and the philosophy of language.
  • E. master–slave dialectic
    The master–slave dialectic is a key Hegelian philosophical concept describing how self-consciousness, power, and freedom develop through a struggle for recognition between a dominant "master" and a subordinate "slave."
  • 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: Dialectics
Triple: [Socialism: Utopian and Scientific, hasPart, Dialectics]
Generated description
Dialectics is a method of reasoning and analysis that understands phenomena through their internal contradictions, development, and interconnections, central to Marxist philosophy and social theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dialectics
Target entity description: Dialectics is a method of reasoning and analysis that understands phenomena through their internal contradictions, development, and interconnections, central to Marxist philosophy and social theory.
  • A. Hegelian dialectics chosen
    Hegelian dialectics is a philosophical framework developed by G.W.F. Hegel that explains historical and conceptual development through the dynamic process of contradiction and resolution, often summarized as thesis–antithesis–synthesis.
  • B. Negative Dialectics
    Negative Dialectics is a major work of critical philosophy by Theodor W. Adorno that challenges traditional notions of identity and systematic thought by emphasizing contradiction, non-identity, and the limits of conceptual thinking.
  • C. Discourses
    Discourses is a collection of teachings by the Stoic philosopher Epictetus, recorded by his student Arrian, that outlines practical guidance for living a virtuous and rational life.
  • D. Logik
    Logik is a foundational work on formal logic by German philosopher and mathematician Gottlob Frege, contributing significantly to the development of modern logic and the philosophy of language.
  • E. master–slave dialectic
    The master–slave dialectic is a key Hegelian philosophical concept describing how self-consciousness, power, and freedom develop through a struggle for recognition between a dominant "master" and a subordinate "slave."
  • F. None of above.

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_69ab49de0af08190b3da69683be1e728 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde500d3c8190b435a20a0f9d3b9d completed March 7, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69afcea2386481908e062280eb5b07db completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf12e3a0819098f28d31434a0c5f completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcf9c2d308190b111aa8038c9227a completed March 10, 2026, 8 a.m.
Created at: March 6, 2026, 9:59 p.m.