Triple
T335809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Stiglitz |
E6722
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E42678
|
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 Its Discontents | Statement: [Joseph Stiglitz, notableWork, Globalization and Its Discontents]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Globalization and Its Discontents Context triple: [Joseph Stiglitz, notableWork, Globalization and Its Discontents]
-
A.
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.”
-
B.
Über die Grenzen der Wirksamkeit des Staates
Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
-
C.
Development as Freedom
Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
-
D.
Caste: The Origins of Our Discontents
Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
-
E.
A People’s History of American Empire
A People’s History of American Empire is a graphic history book that adapts Howard Zinn’s radical, bottom-up account of U.S. imperialism and foreign policy for a broad, visually driven audience.
- 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 Its Discontents Triple: [Joseph Stiglitz, notableWork, Globalization and Its Discontents]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Globalization and Its Discontents Target entity description: 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.
-
A.
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.”
-
B.
Über die Grenzen der Wirksamkeit des Staates
Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
-
C.
Development as Freedom
Development as Freedom is a seminal book by economist Amartya Sen that argues true development should be understood as the expansion of people's substantive freedoms and capabilities rather than merely economic growth.
-
D.
Caste: The Origins of Our Discontents
Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
-
E.
A People’s History of American Empire
A People’s History of American Empire is a graphic history book that adapts Howard Zinn’s radical, bottom-up account of U.S. imperialism and foreign policy for a broad, visually driven audience.
- 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_69a2e79434908190a9d5afe415153ad9 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eac81c0c8190b3cb0d53b1cf62b5 |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3d24903d881909ddd6726dce4d535 |
completed | March 1, 2026, 5:44 a.m. |
| NEDg | Description generation | batch_69a3d2d8aa64819095cdee306bec77ec |
completed | March 1, 2026, 5:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d370d200819089eaf114357a8ca3 |
completed | March 1, 2026, 5:49 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.