Triple

T4402731
Position Surface form Disambiguated ID Type / Status
Subject Communist Party of Great Britain E93653 entity
Predicate publishedTheoreticalJournal P24512 FINISHED
Object Marxism Today
Marxism Today was a prominent theoretical and political journal associated with the Communist Party of Great Britain that became influential in debates on Eurocommunism, cultural politics, and the modernization of the British left in the late 20th century.
E438200 NE FINISHED

How this triple was built (5 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: Marxism Today | Statement: [Communist Party of Great Britain, publishedTheoreticalJournal, Marxism Today]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxism Today
Context triple: [Communist Party of Great Britain, publishedTheoreticalJournal, Marxism Today]
  • A. The Decomposition of Marxism
    The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
  • B. Making Sense of Marx
    Making Sense of Marx is a major work of political philosophy by Jon Elster that offers a rigorous, analytical reconstruction and critique of Karl Marx’s theories.
  • C. Socialism Re-examined
    Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
  • D. Karl Marx and the Close of His System
    "Karl Marx and the Close of His System" is a seminal 1896 critique by Austrian economist Eugen von Böhm-Bawerk that challenges the internal consistency and value theory of Karl Marx’s economic system.
  • E. Herbert Marcuse and the Crisis of Marxism
    "Herbert Marcuse and the Crisis of Marxism" is a critical study by Douglas Kellner that examines Herbert Marcuse’s thought and its implications for the development and challenges of Marxist theory in the late 20th century.
  • 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: Marxism Today
Triple: [Communist Party of Great Britain, publishedTheoreticalJournal, Marxism Today]
Generated description
Marxism Today was a prominent theoretical and political journal associated with the Communist Party of Great Britain that became influential in debates on Eurocommunism, cultural politics, and the modernization of the British left in the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxism Today
Target entity description: Marxism Today was a prominent theoretical and political journal associated with the Communist Party of Great Britain that became influential in debates on Eurocommunism, cultural politics, and the modernization of the British left in the late 20th century.
  • A. The Decomposition of Marxism
    The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
  • B. Making Sense of Marx
    Making Sense of Marx is a major work of political philosophy by Jon Elster that offers a rigorous, analytical reconstruction and critique of Karl Marx’s theories.
  • C. Socialism Re-examined
    Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
  • D. Karl Marx and the Close of His System
    "Karl Marx and the Close of His System" is a seminal 1896 critique by Austrian economist Eugen von Böhm-Bawerk that challenges the internal consistency and value theory of Karl Marx’s economic system.
  • E. Herbert Marcuse and the Crisis of Marxism
    "Herbert Marcuse and the Crisis of Marxism" is a critical study by Douglas Kellner that examines Herbert Marcuse’s thought and its implications for the development and challenges of Marxist theory in the late 20th century.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: publishedTheoreticalJournal
Context triple: [Communist Party of Great Britain, publishedTheoreticalJournal, Marxism Today]
  • A. hasTheoreticalJournal chosen
    Indicates that an entity is associated with or possesses a theoretical journal, typically as a publication, resource, or reference.
  • B. publishedIn
    Indicates that a work (such as an article, paper, or book) has been formally released or made available within a specific venue, medium, or publication.
  • C. peerReviewed
    Indicates that a work, study, or submission has been evaluated and critiqued by qualified experts in the same field before acceptance or publication.
  • D. publicationType
    Indicates the specific category or format of a published work that characterizes how it is issued or presented.
  • E. publishedResearchOn
    Indicates that an entity has authored and made publicly available scholarly or scientific work concerning a particular subject or topic.
  • F. None of above.

Provenance (6 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b352d08a0c8190ac6c125df40eca75 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5f5fc9f508190a31adb0758555dfa completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f9ccfb708190be00532e7f512a0c completed March 15, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69b5fa9d7fec81908b53c2e45d0c7fe6 completed March 15, 2026, 12:17 a.m.
PD Predicate disambiguation batch_69b34f597998819092477efdedb51427 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:28 p.m.