Triple

T5860531
Position Surface form Disambiguated ID Type / Status
Subject Deepak Nayyar E130263 entity
Predicate notableWork P4 FINISHED
Object 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.
E550373 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 Future of Globalization | Statement: [Deepak Nayyar, notableWork, The Future of Globalization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Future of Globalization
Context triple: [Deepak Nayyar, notableWork, The Future of Globalization]
  • A. 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.
  • 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. Has Globalization Gone Too Far?
    "Has Globalization Gone Too Far?" is a widely cited book by economist Dani Rodrik that critically examines the social and political tensions created by rapid economic globalization and questions its limits and governance.
  • D. The Collapse of Globalism and the Reinvention of the World
    The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
  • 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: The Future of Globalization
Triple: [Deepak Nayyar, notableWork, The Future of Globalization]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Future of Globalization
Target entity description: 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.
  • A. 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.
  • 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. Has Globalization Gone Too Far?
    "Has Globalization Gone Too Far?" is a widely cited book by economist Dani Rodrik that critically examines the social and political tensions created by rapid economic globalization and questions its limits and governance.
  • D. The Collapse of Globalism and the Reinvention of the World
    The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
  • 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03588dd8c81909491350140ea340e completed March 22, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1c70754819089081fc440ed841e completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.