Triple

T1374492
Position Surface form Disambiguated ID Type / Status
Subject Norman Thomas E30188 entity
Predicate notableWork P4 FINISHED
Object 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.
E158210 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: Socialism Re-examined | Statement: [Norman Thomas, notableWork, Socialism Re-examined]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Socialism Re-examined
Context triple: [Norman Thomas, notableWork, Socialism Re-examined]
  • A. Socialism: An Economic and Sociological Analysis
    Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
  • B. Socialism: Utopian and Scientific
    Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
  • C. Whither Socialism?
    "Whither Socialism?" is an influential book by economist Joseph Stiglitz that critically examines the failures of centrally planned economies and explores the role of information and incentives in shaping effective economic systems.
  • D. 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.
  • E. The Appeals of Communism
    The Appeals of Communism is a political science work by Gabriel A. Almond analyzing the ideological, psychological, and social factors that make communist movements attractive to their adherents.
  • 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: Socialism Re-examined
Triple: [Norman Thomas, notableWork, Socialism Re-examined]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Socialism Re-examined
Target entity description: 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.
  • A. Socialism: An Economic and Sociological Analysis
    Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
  • B. Socialism: Utopian and Scientific
    Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
  • C. Whither Socialism?
    "Whither Socialism?" is an influential book by economist Joseph Stiglitz that critically examines the failures of centrally planned economies and explores the role of information and incentives in shaping effective economic systems.
  • D. 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.
  • E. The Appeals of Communism
    The Appeals of Communism is a political science work by Gabriel A. Almond analyzing the ideological, psychological, and social factors that make communist movements attractive to their adherents.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2f7aeb08190b52ef1058c18327e completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48397c88190b5be985bf92d47b8 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd4efb73881908dda4973befc6aa5 completed March 8, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69acd56ef0b081909df2efee97a4197c completed March 8, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:57 p.m.