Triple

T14934617
Position Surface form Disambiguated ID Type / Status
Subject Bolivian Gas War protests of 2003 E372355 entity
Predicate opposedBy P437 FINISHED
Object Gonzalo Sánchez de Lozada government
The Gonzalo Sánchez de Lozada government was the early-2000s Bolivian administration led by President Gonzalo Sánchez de Lozada, marked by neoliberal economic policies and intense social unrest that culminated in his resignation.
E1128879 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: Gonzalo Sánchez de Lozada government | Statement: [Bolivian Gas War protests of 2003, opposedBy, Gonzalo Sánchez de Lozada government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gonzalo Sánchez de Lozada government
Context triple: [Bolivian Gas War protests of 2003, opposedBy, Gonzalo Sánchez de Lozada government]
  • A. Bolivian government of Hugo Banzer
    The Bolivian government of Hugo Banzer was the conservative administration that ruled Bolivia in the late 1990s and early 2000s, noted for its controversial neoliberal policies and harsh response to social protests such as the Cochabamba Water War.
  • B. Patricio Aylwin administration
    The Patricio Aylwin administration was Chile’s first democratically elected government after Augusto Pinochet’s rule, overseeing the country’s transition from military dictatorship to restored democracy in the early 1990s.
  • C. Salazar regime
    The Salazar regime was the authoritarian, nationalist dictatorship led by António de Oliveira Salazar that ruled Portugal for much of the 20th century, marked by political repression, censorship, and colonial wars.
  • D. Gerardo Machado government
    The Gerardo Machado government was the authoritarian regime that ruled Cuba in the 1920s and early 1930s, marked by political repression, corruption, and widespread opposition that culminated in its overthrow.
  • E. Tejeros government
    The Tejeros government was the short-lived revolutionary administration formed by Filipino revolutionaries in 1897 after the Tejeros Convention, preceding the establishment of the Biak-na-Bato Republic during the Philippine struggle against Spanish colonial rule.
  • 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: Gonzalo Sánchez de Lozada government
Triple: [Bolivian Gas War protests of 2003, opposedBy, Gonzalo Sánchez de Lozada government]
Generated description
The Gonzalo Sánchez de Lozada government was the early-2000s Bolivian administration led by President Gonzalo Sánchez de Lozada, marked by neoliberal economic policies and intense social unrest that culminated in his resignation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gonzalo Sánchez de Lozada government
Target entity description: The Gonzalo Sánchez de Lozada government was the early-2000s Bolivian administration led by President Gonzalo Sánchez de Lozada, marked by neoliberal economic policies and intense social unrest that culminated in his resignation.
  • A. Bolivian government of Hugo Banzer
    The Bolivian government of Hugo Banzer was the conservative administration that ruled Bolivia in the late 1990s and early 2000s, noted for its controversial neoliberal policies and harsh response to social protests such as the Cochabamba Water War.
  • B. Patricio Aylwin administration
    The Patricio Aylwin administration was Chile’s first democratically elected government after Augusto Pinochet’s rule, overseeing the country’s transition from military dictatorship to restored democracy in the early 1990s.
  • C. Salazar regime
    The Salazar regime was the authoritarian, nationalist dictatorship led by António de Oliveira Salazar that ruled Portugal for much of the 20th century, marked by political repression, censorship, and colonial wars.
  • D. Gerardo Machado government
    The Gerardo Machado government was the authoritarian regime that ruled Cuba in the 1920s and early 1930s, marked by political repression, corruption, and widespread opposition that culminated in its overthrow.
  • E. Tejeros government
    The Tejeros government was the short-lived revolutionary administration formed by Filipino revolutionaries in 1897 after the Tejeros Convention, preceding the establishment of the Biak-na-Bato Republic during the Philippine struggle against Spanish colonial rule.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded647ae388190a0e97c03f2a4d832 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e8c8d188190b027f14256b0ce01 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe7ff5c84c8190b3e97f09633bf181 completed May 9, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69fe80be100481908dcf07b683fc1411 completed May 9, 2026, 12:33 a.m.
Created at: April 10, 2026, 2:37 a.m.