Triple
T2242082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fernando Henrique Cardoso |
E49418
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Dependency and Development in Latin America
Dependency and Development in Latin America is a foundational work in dependency theory that analyzes how structural economic and political inequalities shape Latin American underdevelopment within the global capitalist system.
|
E247805
|
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: Dependency and Development in Latin America | Statement: [Fernando Henrique Cardoso, notableWork, Dependency and Development in Latin America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dependency and Development in Latin America Context triple: [Fernando Henrique Cardoso, notableWork, Dependency and Development in Latin America]
-
A.
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.
-
B.
The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
-
C.
Economic Origins of Dictatorship and Democracy
Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
-
D.
Outline Political History of the Americas
Outline Political History of the Americas is a historical work by American communist leader William Z. Foster that surveys the development of political movements and class struggles across the American continents.
-
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: Dependency and Development in Latin America Triple: [Fernando Henrique Cardoso, notableWork, Dependency and Development in Latin America]
Generated description
Dependency and Development in Latin America is a foundational work in dependency theory that analyzes how structural economic and political inequalities shape Latin American underdevelopment within the global capitalist system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dependency and Development in Latin America Target entity description: Dependency and Development in Latin America is a foundational work in dependency theory that analyzes how structural economic and political inequalities shape Latin American underdevelopment within the global capitalist system.
-
A.
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.
-
B.
The Theory of Economic Development
The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
-
C.
Economic Origins of Dictatorship and Democracy
Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
-
D.
Outline Political History of the Americas
Outline Political History of the Americas is a historical work by American communist leader William Z. Foster that surveys the development of political movements and class struggles across the American continents.
-
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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0c017548190a71fb4a0e2a8189f |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b0eef98819083bede32490cba7e |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbccdb08190a73fd20a110219d9 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c3d07a08190a6221a33fd02f73e |
completed | March 9, 2026, 6:44 a.m. |
Created at: March 4, 2026, 7:47 p.m.