Triple

T3595193
Position Surface form Disambiguated ID Type / Status
Subject El Alto E76120 entity
Predicate linkedToEvent P37 FINISHED
Object Bolivian Gas War protests of 2003
The Bolivian Gas War protests of 2003 were a massive social uprising against plans to export Bolivia’s natural gas, which led to deadly clashes, the resignation of President Gonzalo Sánchez de Lozada, and a major shift in the country’s political landscape.
E372355 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: Bolivian Gas War protests of 2003 | Statement: [El Alto, linkedToEvent, Bolivian Gas War protests of 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolivian Gas War protests of 2003
Context triple: [El Alto, linkedToEvent, Bolivian Gas War protests of 2003]
  • A. Cochabamba Water War
    The Cochabamba Water War was a series of mass protests in early 2000 in Cochabamba, Bolivia, sparked by the privatization and sharp price increases of the city’s water supply, which became a landmark struggle against neoliberal economic policies.
  • B. Baraguá Protest
    The Baraguá Protest was a historic 1878 declaration by Cuban independence leader Antonio Maceo rejecting a peace agreement with Spain that failed to abolish slavery or guarantee full independence.
  • C. 2011 Chilean student protests
    The 2011 Chilean student protests were a massive nationwide movement led largely by university and secondary students demanding comprehensive education reform, including free, high-quality public education and an end to profit in the education system.
  • D. 2019–2020 Chilean social uprising
    The 2019–2020 Chilean social uprising was a massive wave of protests and civil unrest sparked by deep-rooted inequality and dissatisfaction with the political and economic model, ultimately leading to a process to draft a new constitution.
  • E. Bolivian War of Independence
    The Bolivian War of Independence was an early 19th-century struggle in Upper Peru that led to the end of Spanish colonial rule and the creation of the Republic of Bolivia.
  • 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: Bolivian Gas War protests of 2003
Triple: [El Alto, linkedToEvent, Bolivian Gas War protests of 2003]
Generated description
The Bolivian Gas War protests of 2003 were a massive social uprising against plans to export Bolivia’s natural gas, which led to deadly clashes, the resignation of President Gonzalo Sánchez de Lozada, and a major shift in the country’s political landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolivian Gas War protests of 2003
Target entity description: The Bolivian Gas War protests of 2003 were a massive social uprising against plans to export Bolivia’s natural gas, which led to deadly clashes, the resignation of President Gonzalo Sánchez de Lozada, and a major shift in the country’s political landscape.
  • A. Cochabamba Water War
    The Cochabamba Water War was a series of mass protests in early 2000 in Cochabamba, Bolivia, sparked by the privatization and sharp price increases of the city’s water supply, which became a landmark struggle against neoliberal economic policies.
  • B. Baraguá Protest
    The Baraguá Protest was a historic 1878 declaration by Cuban independence leader Antonio Maceo rejecting a peace agreement with Spain that failed to abolish slavery or guarantee full independence.
  • C. 2011 Chilean student protests
    The 2011 Chilean student protests were a massive nationwide movement led largely by university and secondary students demanding comprehensive education reform, including free, high-quality public education and an end to profit in the education system.
  • D. 2019–2020 Chilean social uprising
    The 2019–2020 Chilean social uprising was a massive wave of protests and civil unrest sparked by deep-rooted inequality and dissatisfaction with the political and economic model, ultimately leading to a process to draft a new constitution.
  • E. Bolivian War of Independence
    The Bolivian War of Independence was an early 19th-century struggle in Upper Peru that led to the end of Spanish colonial rule and the creation of the Republic of Bolivia.
  • 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_69ad85d8042081908af94a04c410dec0 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc15f41cc819085b3e897d823757d completed March 8, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b403130cf081909bb90800d7dc2d6f completed March 13, 2026, 12:29 p.m.
NEDg Description generation batch_69b40e244db08190bbe9053619820ae8 completed March 13, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69b42d8084c88190a2aae4a883d050a0 completed March 13, 2026, 3:30 p.m.
Created at: March 8, 2026, 3:22 p.m.