Triple

T6409802
Position Surface form Disambiguated ID Type / Status
Subject Ha-Joon Chang E127674 entity
Predicate notableWork P4 FINISHED
Object Globalization, Economic Development and the Role of the State
"Globalization, Economic Development and the Role of the State" is a scholarly work by economist Ha-Joon Chang that critically examines how state policies shape economic development within the context of globalisation.
E590703 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: Globalization, Economic Development and the Role of the State | Statement: [Ha-Joon Chang, notableWork, Globalization, Economic Development and the Role of the State]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Globalization, Economic Development and the Role of the State
Context triple: [Ha-Joon Chang, notableWork, Globalization, Economic Development and the Role of the State]
  • A. Catch Up: Developing Countries in the World Economy
    "Catch Up: Developing Countries in the World Economy" is a scholarly book that analyzes how and why some developing countries have successfully narrowed the economic gap with advanced economies, focusing on historical patterns, policy choices, and global economic structures.
  • B. The Globalization Paradox
    The Globalization Paradox is a book by economist Dani Rodrik that critiques unfettered global economic integration and argues for balancing globalization with national sovereignty and democratic governance.
  • C. 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.
  • D. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • E. In Defense of Globalization
    In Defense of Globalization is an influential book by economist Jagdish Bhagwati that argues globalization, when properly managed, can significantly promote economic growth, reduce poverty, and advance social welfare worldwide.
  • 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: Globalization, Economic Development and the Role of the State
Triple: [Ha-Joon Chang, notableWork, Globalization, Economic Development and the Role of the State]
Generated description
"Globalization, Economic Development and the Role of the State" is a scholarly work by economist Ha-Joon Chang that critically examines how state policies shape economic development within the context of globalisation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Globalization, Economic Development and the Role of the State
Target entity description: "Globalization, Economic Development and the Role of the State" is a scholarly work by economist Ha-Joon Chang that critically examines how state policies shape economic development within the context of globalisation.
  • A. Catch Up: Developing Countries in the World Economy
    "Catch Up: Developing Countries in the World Economy" is a scholarly book that analyzes how and why some developing countries have successfully narrowed the economic gap with advanced economies, focusing on historical patterns, policy choices, and global economic structures.
  • B. The Globalization Paradox
    The Globalization Paradox is a book by economist Dani Rodrik that critiques unfettered global economic integration and argues for balancing globalization with national sovereignty and democratic governance.
  • C. 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.
  • D. Shaping the World Economy
    "Shaping the World Economy" is an influential economics book by Jan Tinbergen that applies quantitative models to analyze and guide international economic policy and development.
  • E. In Defense of Globalization
    In Defense of Globalization is an influential book by economist Jagdish Bhagwati that argues globalization, when properly managed, can significantly promote economic growth, reduce poverty, and advance social welfare worldwide.
  • 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.