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.