Triple

T2827154
Position Surface form Disambiguated ID Type / Status
Subject Ramsay MacDonald E54949 entity
Predicate notableWork P4 FINISHED
Object Socialism and Government
"Socialism and Government" is a political work by Ramsay MacDonald in which he outlines and defends socialist principles and their practical application to modern democratic governance.
E301575 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 and Government | Statement: [Ramsay MacDonald, notableWork, Socialism and Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Socialism and Government
Context triple: [Ramsay MacDonald, notableWork, Socialism and Government]
  • A. Thoughts on Government
    Thoughts on Government is a 1776 political pamphlet by John Adams that outlines his influential vision for republican government and the separation of powers in the emerging United States.
  • B. 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.
  • C. Essay on Government
    Essay on Government is a political treatise by James Mill that outlines a utilitarian theory of representative democracy and the proper functions of government.
  • D. 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.
  • E. Democratic Socialism
    Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
  • 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 and Government
Triple: [Ramsay MacDonald, notableWork, Socialism and Government]
Generated description
"Socialism and Government" is a political work by Ramsay MacDonald in which he outlines and defends socialist principles and their practical application to modern democratic governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Socialism and Government
Target entity description: "Socialism and Government" is a political work by Ramsay MacDonald in which he outlines and defends socialist principles and their practical application to modern democratic governance.
  • A. Thoughts on Government
    Thoughts on Government is a 1776 political pamphlet by John Adams that outlines his influential vision for republican government and the separation of powers in the emerging United States.
  • B. 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.
  • C. Essay on Government
    Essay on Government is a political treatise by James Mill that outlines a utilitarian theory of representative democracy and the proper functions of government.
  • D. 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.
  • E. Democratic Socialism
    Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
  • 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_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde95d8148190bcae8b0659a5c116 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceb20c508190ba87e102ba250a00 completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf8b032c8190b5fe0777bb0283ee completed March 10, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69afcfe8a140819095daa37d539e4c72 completed March 10, 2026, 8:01 a.m.
Created at: March 6, 2026, 9:59 p.m.