Triple

T6409799
Position Surface form Disambiguated ID Type / Status
Subject Ha-Joon Chang E127674 entity
Predicate notableWork P4 FINISHED
Object Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
"Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
E590700 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: Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism | Statement: [Ha-Joon Chang, notableWork, Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
Context triple: [Ha-Joon Chang, notableWork, Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism]
  • A. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • B. Capitalism: A Love Story
    Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
  • C. The Folklore of Capitalism
    The Folklore of Capitalism is a 1937 book by legal scholar Thurman Arnold that critiques American economic and legal institutions by exposing the myths and symbolic beliefs underpinning capitalist ideology.
  • D. The Shock Doctrine
    The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
  • E. Globalization and Its Discontents
    Globalization and Its Discontents is an influential book by economist Joseph Stiglitz that critically examines how international financial institutions and neoliberal policies have shaped globalization, often to the detriment of developing countries.
  • 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: Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
Triple: [Ha-Joon Chang, notableWork, Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism]
Generated description
"Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
Target entity description: "Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
  • A. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • B. Capitalism: A Love Story
    Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
  • C. The Folklore of Capitalism
    The Folklore of Capitalism is a 1937 book by legal scholar Thurman Arnold that critiques American economic and legal institutions by exposing the myths and symbolic beliefs underpinning capitalist ideology.
  • D. The Shock Doctrine
    The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
  • E. Globalization and Its Discontents
    Globalization and Its Discontents is an influential book by economist Joseph Stiglitz that critically examines how international financial institutions and neoliberal policies have shaped globalization, often to the detriment of developing countries.
  • 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_69c0083723d88190b1e37b19df162c08 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068cf81508190bc09e58ec45bc858 completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638b7582481909640965acf261dff completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63b74688881909bb41db1ec89daf6 completed March 27, 2026, 8:10 a.m.
NED2 Entity disambiguation (via description) batch_69c63be025c88190b24cf4168b8194a0 completed March 27, 2026, 8:12 a.m.
Created at: March 22, 2026, 4:41 p.m.