Triple

T10505810
Position Surface form Disambiguated ID Type / Status
Subject Stephen Clarkson E247783 entity
Predicate notableWork P4 FINISHED
Object The Big Red Machine: How the Liberal Party Dominates Canadian Politics
"The Big Red Machine: How the Liberal Party Dominates Canadian Politics" is a political analysis book by Stephen Clarkson that examines the historical strategies, structures, and advantages that have enabled Canada’s Liberal Party to achieve long-term electoral success.
E867882 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: The Big Red Machine: How the Liberal Party Dominates Canadian Politics | Statement: [Stephen Clarkson, notableWork, The Big Red Machine: How the Liberal Party Dominates Canadian Politics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Big Red Machine: How the Liberal Party Dominates Canadian Politics
Context triple: [Stephen Clarkson, notableWork, The Big Red Machine: How the Liberal Party Dominates Canadian Politics]
  • A. Losing Confidence: Power, Politics and the Crisis in Canadian Democracy
    Losing Confidence: Power, Politics and the Crisis in Canadian Democracy is a non-fiction book by Canadian politician and environmentalist Elizabeth May that critiques the erosion of democratic institutions and political accountability in Canada.
  • B. The Liberal Future
    "The Liberal Future" is a political work by British Liberal Party leader Jo Grimond outlining his vision for a modern, progressive liberalism in mid-20th-century Britain.
  • C. The Liberal Spirit
    The Liberal Spirit is a work by American philosopher Horace M. Kallen that articulates his vision of cultural pluralism and liberal democracy.
  • D. The Crisis of Parliamentary Democracy
    The Crisis of Parliamentary Democracy is a 1923 political theory work by Carl Schmitt that critiques liberal parliamentarism and questions the compatibility of parliamentary democracy with modern mass politics.
  • E. A Nation Too Good to Lose: Renewing the Purpose of Canada
    "A Nation Too Good to Lose: Renewing the Purpose of Canada" is a political and reflective book by former Canadian prime minister Joe Clark that examines Canada’s identity, challenges, and future direction.
  • 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: The Big Red Machine: How the Liberal Party Dominates Canadian Politics
Triple: [Stephen Clarkson, notableWork, The Big Red Machine: How the Liberal Party Dominates Canadian Politics]
Generated description
"The Big Red Machine: How the Liberal Party Dominates Canadian Politics" is a political analysis book by Stephen Clarkson that examines the historical strategies, structures, and advantages that have enabled Canada’s Liberal Party to achieve long-term electoral success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Big Red Machine: How the Liberal Party Dominates Canadian Politics
Target entity description: "The Big Red Machine: How the Liberal Party Dominates Canadian Politics" is a political analysis book by Stephen Clarkson that examines the historical strategies, structures, and advantages that have enabled Canada’s Liberal Party to achieve long-term electoral success.
  • A. Losing Confidence: Power, Politics and the Crisis in Canadian Democracy
    Losing Confidence: Power, Politics and the Crisis in Canadian Democracy is a non-fiction book by Canadian politician and environmentalist Elizabeth May that critiques the erosion of democratic institutions and political accountability in Canada.
  • B. The Liberal Future
    "The Liberal Future" is a political work by British Liberal Party leader Jo Grimond outlining his vision for a modern, progressive liberalism in mid-20th-century Britain.
  • C. The Liberal Spirit
    The Liberal Spirit is a work by American philosopher Horace M. Kallen that articulates his vision of cultural pluralism and liberal democracy.
  • D. The Crisis of Parliamentary Democracy
    The Crisis of Parliamentary Democracy is a 1923 political theory work by Carl Schmitt that critiques liberal parliamentarism and questions the compatibility of parliamentary democracy with modern mass politics.
  • E. A Nation Too Good to Lose: Renewing the Purpose of Canada
    "A Nation Too Good to Lose: Renewing the Purpose of Canada" is a political and reflective book by former Canadian prime minister Joe Clark that examines Canada’s identity, challenges, and future direction.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509a07c908190bf0e3e5d480b306d completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcd89ba481908653730b43e3d4ab completed April 10, 2026, 11:19 a.m.
NEDg Description generation batch_69d8e8c9d5cc8190a425ed834855bbcd completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.