Triple

T17721893
Position Surface form Disambiguated ID Type / Status
Subject Water Act 2007 E442357 entity
Predicate amendedBy P1121 FINISHED
Object Water Amendment Act 2008
The Water Amendment Act 2008 is an Australian federal law that reformed and strengthened the national framework for managing the Murray–Darling Basin’s water resources, including establishing the Murray–Darling Basin Authority and enabling the development of a Basin Plan.
E1283366 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: Water Amendment Act 2008 | Statement: [Water Act 2007, amendedBy, Water Amendment Act 2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Water Amendment Act 2008
Context triple: [Water Act 2007, amendedBy, Water Amendment Act 2008]
  • A. Water Act 2007
    The Water Act 2007 is an Australian federal law that establishes the framework for managing and protecting the Murray–Darling Basin’s water resources through coordinated, sustainable, and environmentally focused governance.
  • B. Water Resources Act 1991
    The Water Resources Act 1991 is a key piece of UK legislation that consolidates and regulates the management, protection, and use of water resources, including water quality, pollution control, and abstraction.
  • C. 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.
  • D. Water Management Act 2000 (NSW)
    The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
  • E. 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.
  • 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: Water Amendment Act 2008
Triple: [Water Act 2007, amendedBy, Water Amendment Act 2008]
Generated description
The Water Amendment Act 2008 is an Australian federal law that reformed and strengthened the national framework for managing the Murray–Darling Basin’s water resources, including establishing the Murray–Darling Basin Authority and enabling the development of a Basin Plan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Water Amendment Act 2008
Target entity description: The Water Amendment Act 2008 is an Australian federal law that reformed and strengthened the national framework for managing the Murray–Darling Basin’s water resources, including establishing the Murray–Darling Basin Authority and enabling the development of a Basin Plan.
  • A. Water Act 2007
    The Water Act 2007 is an Australian federal law that establishes the framework for managing and protecting the Murray–Darling Basin’s water resources through coordinated, sustainable, and environmentally focused governance.
  • B. Water Resources Act 1991
    The Water Resources Act 1991 is a key piece of UK legislation that consolidates and regulates the management, protection, and use of water resources, including water quality, pollution control, and abstraction.
  • C. 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.
  • D. Water Management Act 2000 (NSW)
    The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
  • E. 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.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47486438c8190abe27eb4eb2c6fdf completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0230300f548190b9e3bdb6570446ff completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a02315558cc8190829599a78de8eee2 completed May 11, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0231e54c308190af6f80f42848536d completed May 11, 2026, 7:45 p.m.
Created at: April 10, 2026, 10:07 a.m.