Triple

T10506745
Position Surface form Disambiguated ID Type / Status
Subject Dependency and Development in Latin America E247805 entity
Predicate influenced P9 FINISHED
Object Latin American dependency theory
Latin American dependency theory is a critical approach in development studies that explains underdevelopment in Latin America as a structural consequence of its subordinate, dependent relationship to wealthy industrialized countries within the global capitalist system.
E867926 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: Latin American dependency theory | Statement: [Dependency and Development in Latin America, influenced, Latin American dependency theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Latin American dependency theory
Context triple: [Dependency and Development in Latin America, influenced, Latin American dependency theory]
  • A. 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.
  • B. The Political Economy of Underdevelopment
    The Political Economy of Underdevelopment is a seminal work of Marxist-inspired development economics that analyzes the historical and structural causes of persistent poverty and economic dependency in the Global South.
  • C. Latin American anti-neoliberal wave
    The Latin American anti-neoliberal wave was a broad regional movement in the late 20th and early 21st centuries in which social protests and left-leaning governments challenged privatization, free-market reforms, and U.S.-backed economic policies.
  • D. A Theory of Imperialism
    A Theory of Imperialism is a political economy book that offers a Marxist analysis of contemporary global capitalism and the structural mechanisms of imperialism in the modern world.
  • E. Latin American studies
    Latin American studies is an interdisciplinary academic field that examines the history, cultures, politics, societies, and languages of Latin America and its diasporas.
  • 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: Latin American dependency theory
Triple: [Dependency and Development in Latin America, influenced, Latin American dependency theory]
Generated description
Latin American dependency theory is a critical approach in development studies that explains underdevelopment in Latin America as a structural consequence of its subordinate, dependent relationship to wealthy industrialized countries within the global capitalist system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Latin American dependency theory
Target entity description: Latin American dependency theory is a critical approach in development studies that explains underdevelopment in Latin America as a structural consequence of its subordinate, dependent relationship to wealthy industrialized countries within the global capitalist system.
  • A. 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.
  • B. The Political Economy of Underdevelopment
    The Political Economy of Underdevelopment is a seminal work of Marxist-inspired development economics that analyzes the historical and structural causes of persistent poverty and economic dependency in the Global South.
  • C. Latin American anti-neoliberal wave
    The Latin American anti-neoliberal wave was a broad regional movement in the late 20th and early 21st centuries in which social protests and left-leaning governments challenged privatization, free-market reforms, and U.S.-backed economic policies.
  • D. A Theory of Imperialism
    A Theory of Imperialism is a political economy book that offers a Marxist analysis of contemporary global capitalism and the structural mechanisms of imperialism in the modern world.
  • E. Latin American studies
    Latin American studies is an interdisciplinary academic field that examines the history, cultures, politics, societies, and languages of Latin America and its diasporas.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b17cd88190b37e41b3ce2b4b16 completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dce30d788190b4a40340b9200b10 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8c9d5cc8190a425ed834855bbcd completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.