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.