Triple

T9954984
Position Surface form Disambiguated ID Type / Status
Subject Cochabamba Water War E195424 entity
Predicate hasCause P708 FINISHED
Object Law 2029 on water and sanitation
Law 2029 on water and sanitation was a controversial Bolivian privatization law that granted extensive control over water resources to a private company, triggering widespread protests known as the Cochabamba Water War.
E831030 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: Law 2029 on water and sanitation | Statement: [Cochabamba Water War, hasCause, Law 2029 on water and sanitation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Law 2029 on water and sanitation
Context triple: [Cochabamba Water War, hasCause, Law 2029 on water and sanitation]
  • A. Water Quality Act of 1987
    The Water Quality Act of 1987 is a major U.S. environmental law that strengthened the Clean Water Act by expanding water pollution control programs and establishing long-term funding mechanisms for wastewater and water quality infrastructure.
  • B. Porter-Cologne Water Quality Control Act
    The Porter-Cologne Water Quality Control Act is California’s primary water quality law, establishing the framework for regulating and protecting the state’s surface and groundwater resources.
  • C. Water Resources Development Act of 1996
    The Water Resources Development Act of 1996 is a United States federal law that authorized and funded a wide range of U.S. Army Corps of Engineers projects for navigation, flood control, and environmental restoration of the nation’s water resources.
  • D. Water Pollution Control Act (Japan)
    The Water Pollution Control Act (Japan) is a key environmental law that regulates and prevents the contamination of the nation’s water bodies by setting standards and controls on wastewater and pollutant discharges.
  • E. Global Analysis and Assessment of Sanitation and Drinking-Water reports
    The Global Analysis and Assessment of Sanitation and Drinking-Water reports are UN-Water’s flagship monitoring publications that evaluate worldwide progress, challenges, and financing gaps in achieving universal access to safe water, sanitation, and hygiene.
  • 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: Law 2029 on water and sanitation
Triple: [Cochabamba Water War, hasCause, Law 2029 on water and sanitation]
Generated description
Law 2029 on water and sanitation was a controversial Bolivian privatization law that granted extensive control over water resources to a private company, triggering widespread protests known as the Cochabamba Water War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Law 2029 on water and sanitation
Target entity description: Law 2029 on water and sanitation was a controversial Bolivian privatization law that granted extensive control over water resources to a private company, triggering widespread protests known as the Cochabamba Water War.
  • A. Water Quality Act of 1987
    The Water Quality Act of 1987 is a major U.S. environmental law that strengthened the Clean Water Act by expanding water pollution control programs and establishing long-term funding mechanisms for wastewater and water quality infrastructure.
  • B. Porter-Cologne Water Quality Control Act
    The Porter-Cologne Water Quality Control Act is California’s primary water quality law, establishing the framework for regulating and protecting the state’s surface and groundwater resources.
  • C. Water Resources Development Act of 1996
    The Water Resources Development Act of 1996 is a United States federal law that authorized and funded a wide range of U.S. Army Corps of Engineers projects for navigation, flood control, and environmental restoration of the nation’s water resources.
  • D. Water Pollution Control Act (Japan)
    The Water Pollution Control Act (Japan) is a key environmental law that regulates and prevents the contamination of the nation’s water bodies by setting standards and controls on wastewater and pollutant discharges.
  • E. Global Analysis and Assessment of Sanitation and Drinking-Water reports
    The Global Analysis and Assessment of Sanitation and Drinking-Water reports are UN-Water’s flagship monitoring publications that evaluate worldwide progress, challenges, and financing gaps in achieving universal access to safe water, sanitation, and hygiene.
  • 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_69ca82eaaa008190a54fa1a9f954b9ad completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb69631d08190ab2b1d1c22d46da7 completed April 2, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2294335208190a0483c4e89abb359 completed April 5, 2026, 9:20 a.m.
NEDg Description generation batch_69d22b1a3e548190887b46540614536a completed April 5, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69d22bc3ac5c81908b0696ce94263d36 completed April 5, 2026, 9:30 a.m.
Created at: March 30, 2026, 8:46 p.m.