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.