Triple

T19144295
Position Surface form Disambiguated ID Type / Status
Subject Andrew Leigh E468638 entity
Predicate notableWork P4 FINISHED
Object The Luck of Politics
The Luck of Politics is a book by Australian economist and politician Andrew Leigh that explores the role of chance and randomness in political success and public life.
E1360683 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 Luck of Politics | Statement: [Andrew Leigh, notableWork, The Luck of Politics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Luck of Politics
Context triple: [Andrew Leigh, notableWork, The Luck of Politics]
  • A. The Place for Politics
    The Place for Politics is a promotional tagline used by the American cable news channel MSNBC to emphasize its focus on political news and analysis.
  • B. The Price of Politics
    The Price of Politics is a nonfiction book by journalist Bob Woodward that examines the intense fiscal and political battles between the Obama administration and congressional leaders during the 2011 U.S. debt-ceiling crisis.
  • C. The Political Illusion
    The Political Illusion is a 1965 book by French philosopher and sociologist Jacques Ellul that critiques modern society’s overreliance on political institutions and the myth that politics can solve all social problems.
  • D. Politik als Beruf
    Politik als Beruf is a seminal 1919 lecture-essay by sociologist Max Weber that analyzes the nature of political leadership, the state, and the ethics of political action.
  • E. Primary Colors: A Novel of Politics
    "Primary Colors: A Novel of Politics" is a 1996 roman à clef by the anonymous author "Joe Klein" that satirically chronicles a Southern governor’s scandal-plagued presidential campaign, widely recognized as a thinly veiled portrayal of Bill Clinton’s 1992 run.
  • 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 Luck of Politics
Triple: [Andrew Leigh, notableWork, The Luck of Politics]
Generated description
The Luck of Politics is a book by Australian economist and politician Andrew Leigh that explores the role of chance and randomness in political success and public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Luck of Politics
Target entity description: The Luck of Politics is a book by Australian economist and politician Andrew Leigh that explores the role of chance and randomness in political success and public life.
  • A. The Place for Politics
    The Place for Politics is a promotional tagline used by the American cable news channel MSNBC to emphasize its focus on political news and analysis.
  • B. The Price of Politics
    The Price of Politics is a nonfiction book by journalist Bob Woodward that examines the intense fiscal and political battles between the Obama administration and congressional leaders during the 2011 U.S. debt-ceiling crisis.
  • C. The Political Illusion
    The Political Illusion is a 1965 book by French philosopher and sociologist Jacques Ellul that critiques modern society’s overreliance on political institutions and the myth that politics can solve all social problems.
  • D. Politik als Beruf
    Politik als Beruf is a seminal 1919 lecture-essay by sociologist Max Weber that analyzes the nature of political leadership, the state, and the ethics of political action.
  • E. Primary Colors: A Novel of Politics
    "Primary Colors: A Novel of Politics" is a 1996 roman à clef by the anonymous author "Joe Klein" that satirically chronicles a Southern governor’s scandal-plagued presidential campaign, widely recognized as a thinly veiled portrayal of Bill Clinton’s 1992 run.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e977fa208190aa8cafd0966599c6 completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f24e34c4819090954c2b79ab20bb completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f366e514819080de839bdde22fc2 completed May 15, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4039ca881908679e5da604eea50 completed May 15, 2026, 10:22 a.m.
Created at: April 10, 2026, 12:06 p.m.