Triple

T6635860
Position Surface form Disambiguated ID Type / Status
Subject Supachai Panitchpakdi E150448 entity
Predicate notableWork P4 FINISHED
Object Globalization and Trade in the New Millennium
"Globalization and Trade in the New Millennium" is a work by economist and former WTO Director-General Supachai Panitchpakdi that analyzes the challenges and opportunities of global economic integration in the 21st century.
E606962 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 and Trade in the New Millennium | Statement: [Supachai Panitchpakdi, notableWork, Globalization and Trade in the New Millennium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Globalization and Trade in the New Millennium
Context triple: [Supachai Panitchpakdi, notableWork, Globalization and Trade in the New Millennium]
  • A. The Future of Globalization
    The Future of Globalization is an influential book by economist Deepak Nayyar that analyzes how global economic integration is evolving, its impacts on developing countries, and the policy choices that will shape its trajectory.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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 and Trade in the New Millennium
Triple: [Supachai Panitchpakdi, notableWork, Globalization and Trade in the New Millennium]
Generated description
"Globalization and Trade in the New Millennium" is a work by economist and former WTO Director-General Supachai Panitchpakdi that analyzes the challenges and opportunities of global economic integration in the 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Globalization and Trade in the New Millennium
Target entity description: "Globalization and Trade in the New Millennium" is a work by economist and former WTO Director-General Supachai Panitchpakdi that analyzes the challenges and opportunities of global economic integration in the 21st century.
  • A. The Future of Globalization
    The Future of Globalization is an influential book by economist Deepak Nayyar that analyzes how global economic integration is evolving, its impacts on developing countries, and the policy choices that will shape its trajectory.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69c687f0ceb08190bf40807bfc605fa5 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afcd9a608190a949eb55766d5701 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e453cb14819093597dda825b4304 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e5b353c88190817b62290eefc382 completed March 27, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69c6e669830c8190bc881cb106125ec8 completed March 27, 2026, 8:19 p.m.
Created at: March 27, 2026, 1:59 p.m.