Triple

T11797414
Position Surface form Disambiguated ID Type / Status
Subject Jack Layton E280534 entity
Predicate notableWork P4 FINISHED
Object Speaking Out: Ideas That Work for Canadians
"Speaking Out: Ideas That Work for Canadians" is a political book by Jack Layton outlining progressive policy proposals and his vision for social and economic change in Canada.
E947856 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: Speaking Out: Ideas That Work for Canadians | Statement: [Jack Layton, notableWork, Speaking Out: Ideas That Work for Canadians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speaking Out: Ideas That Work for Canadians
Context triple: [Jack Layton, notableWork, Speaking Out: Ideas That Work for Canadians]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • 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: Speaking Out: Ideas That Work for Canadians
Triple: [Jack Layton, notableWork, Speaking Out: Ideas That Work for Canadians]
Generated description
"Speaking Out: Ideas That Work for Canadians" is a political book by Jack Layton outlining progressive policy proposals and his vision for social and economic change in Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speaking Out: Ideas That Work for Canadians
Target entity description: "Speaking Out: Ideas That Work for Canadians" is a political book by Jack Layton outlining progressive policy proposals and his vision for social and economic change in Canada.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a1cda0819092d66a82fd882786 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131110aa081909aa0b0d532e473a5 completed April 28, 2026, 10:13 p.m.
NEDg Description generation batch_69f14e879aa88190a95f13e23dd346f4 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f156fa5cc48190a43c1d2e5df346fe completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.