Triple

T16444
Position Surface form Disambiguated ID Type / Status
Subject Noam Chomsky E327 entity
Predicate politicalIdeology P496 FINISHED
Object libertarian socialism
Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
E1196 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: libertarian socialism | Statement: [Noam Chomsky, politicalIdeology, libertarian socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: libertarian socialism
Context triple: [Noam Chomsky, politicalIdeology, libertarian socialism]
  • A. American liberalism
    American liberalism is a political ideology that emphasizes an active government role in promoting social welfare, economic regulation, and civil rights within a capitalist democracy.
  • B. Hero of Socialist Labour
    Hero of Socialist Labour was one of the highest honorary titles in the Soviet Union, awarded to individuals for exceptional achievements in the national economy and culture.
  • C. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • D. The Protester
    The Protester is the collective title Time magazine gave in 2011 to individuals worldwide who participated in mass demonstrations and uprisings, symbolizing the power of grassroots activism in shaping global events.
  • E. Democratic Party
    The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
  • 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: libertarian socialism
Triple: [Noam Chomsky, politicalIdeology, libertarian socialism]
Generated description
Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: libertarian socialism
Target entity description: Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
  • A. American liberalism
    American liberalism is a political ideology that emphasizes an active government role in promoting social welfare, economic regulation, and civil rights within a capitalist democracy.
  • B. Hero of Socialist Labour
    Hero of Socialist Labour was one of the highest honorary titles in the Soviet Union, awarded to individuals for exceptional achievements in the national economy and culture.
  • C. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • D. The Protester
    The Protester is the collective title Time magazine gave in 2011 to individuals worldwide who participated in mass demonstrations and uprisings, symbolizing the power of grassroots activism in shaping global events.
  • E. Democratic Party
    The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a2465c52d8819082bb02b8b539d6ab completed Feb. 28, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69a248e73c6c8190a83d10709aa3f9c7 completed Feb. 28, 2026, 1:46 a.m.
NEDg Description generation batch_69a249cbc63881908a99d2f82270b96b completed Feb. 28, 2026, 1:50 a.m.
NED2 Entity disambiguation (via description) batch_69a24a54686c819088cfe99468b2c693 completed Feb. 28, 2026, 1:52 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.