Triple

T13033483
Position Surface form Disambiguated ID Type / Status
Subject Robert P. Murphy E326497 entity
Predicate coHostOf P5275 FINISHED
Object Contra Krugman
Contra Krugman is a podcast that critiques and analyzes the economic and political commentary of economist Paul Krugman from a free-market, Austrian economics perspective.
E1017848 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: Contra Krugman | Statement: [Robert P. Murphy, coHostOf, Contra Krugman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Contra Krugman
Context triple: [Robert P. Murphy, coHostOf, Contra Krugman]
  • A. The Grumpy Economist
    The Grumpy Economist is an economics blog by University of Chicago–affiliated economist John Cochrane, known for its free-market perspectives and in-depth commentary on macroeconomics, finance, and public policy.
  • B. Friedman
    Friedman is a common Ashkenazi Jewish surname borne by numerous notable individuals across fields such as economics, science, and the arts.
  • C. Meme Wars: The Creative Destruction of Neoclassical Economics
    Meme Wars: The Creative Destruction of Neoclassical Economics is a critical, visually driven book that challenges mainstream economic theory and its cultural impact through essays, graphics, and activist perspectives.
  • D. Paul Krugman
    Paul Krugman is an American economist, Nobel laureate, and prominent public intellectual known for his work in international trade theory and his influential economic commentary.
  • E. It's the economy, stupid
    "It's the economy, stupid" is a famous political catchphrase from Bill Clinton’s 1992 U.S. presidential campaign, emphasizing that economic concerns should be the central focus of political strategy.
  • 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: Contra Krugman
Triple: [Robert P. Murphy, coHostOf, Contra Krugman]
Generated description
Contra Krugman is a podcast that critiques and analyzes the economic and political commentary of economist Paul Krugman from a free-market, Austrian economics perspective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Contra Krugman
Target entity description: Contra Krugman is a podcast that critiques and analyzes the economic and political commentary of economist Paul Krugman from a free-market, Austrian economics perspective.
  • A. The Grumpy Economist
    The Grumpy Economist is an economics blog by University of Chicago–affiliated economist John Cochrane, known for its free-market perspectives and in-depth commentary on macroeconomics, finance, and public policy.
  • B. Friedman
    Friedman is a common Ashkenazi Jewish surname borne by numerous notable individuals across fields such as economics, science, and the arts.
  • C. Meme Wars: The Creative Destruction of Neoclassical Economics
    Meme Wars: The Creative Destruction of Neoclassical Economics is a critical, visually driven book that challenges mainstream economic theory and its cultural impact through essays, graphics, and activist perspectives.
  • D. Paul Krugman
    Paul Krugman is an American economist, Nobel laureate, and prominent public intellectual known for his work in international trade theory and his influential economic commentary.
  • E. It's the economy, stupid
    "It's the economy, stupid" is a famous political catchphrase from Bill Clinton’s 1992 U.S. presidential campaign, emphasizing that economic concerns should be the central focus of political strategy.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97effca908190ab89fdb034e02680 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbcf11f88190ab1746f973132af1 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cee0a27081909203e3331186b4ca completed May 3, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf987f68819084edcd6613832fe8 completed May 3, 2026, 4:31 a.m.
Created at: April 9, 2026, 8:54 p.m.