Triple

T21421108
Position Surface form Disambiguated ID Type / Status
Subject Basin Plan 2012 E528438 entity
Predicate relatedTo P37 FINISHED
Object National Water Initiative
The National Water Initiative is an Australian national policy framework that guides the sustainable management, allocation, and use of the country’s water resources across states and territories.
E1483713 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: National Water Initiative | Statement: [Basin Plan 2012, relatedTo, National Water Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Water Initiative
Context triple: [Basin Plan 2012, relatedTo, National Water Initiative]
  • A. Clean Water Initiative
    Clean Water Initiative is a philanthropic organization focused on expanding access to safe, clean drinking water and improving water infrastructure in underserved communities.
  • B. Clean Water State Revolving Fund Program
    The Clean Water State Revolving Fund Program is a financial assistance program that provides low-interest loans to communities for planning, designing, and constructing wastewater and water quality improvement projects.
  • C. Drinking Water State Revolving Fund Program
    The Drinking Water State Revolving Fund Program is a financial assistance initiative that provides low-interest loans and other support to public water systems for projects that improve drinking water quality, infrastructure, and public health protection.
  • D. State Water Efficiency and Enhancement Program
    The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
  • E. EQIP National Water Quality Initiative
    The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
  • 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: National Water Initiative
Triple: [Basin Plan 2012, relatedTo, National Water Initiative]
Generated description
The National Water Initiative is an Australian national policy framework that guides the sustainable management, allocation, and use of the country’s water resources across states and territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Water Initiative
Target entity description: The National Water Initiative is an Australian national policy framework that guides the sustainable management, allocation, and use of the country’s water resources across states and territories.
  • A. Clean Water Initiative
    Clean Water Initiative is a philanthropic organization focused on expanding access to safe, clean drinking water and improving water infrastructure in underserved communities.
  • B. Clean Water State Revolving Fund Program
    The Clean Water State Revolving Fund Program is a financial assistance program that provides low-interest loans to communities for planning, designing, and constructing wastewater and water quality improvement projects.
  • C. Drinking Water State Revolving Fund Program
    The Drinking Water State Revolving Fund Program is a financial assistance initiative that provides low-interest loans and other support to public water systems for projects that improve drinking water quality, infrastructure, and public health protection.
  • D. State Water Efficiency and Enhancement Program
    The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
  • E. EQIP National Water Quality Initiative
    The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
  • 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_69e0c455f3688190810bc96365791b0f completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee62d392e08190b7f378005afc9026 completed April 26, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09c2a337f88190a1d29604cc0641cd completed May 17, 2026, 1:29 p.m.
NEDg Description generation batch_6a09c37f44208190bfccdb4fdba2a00c completed May 17, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_6a09c442817c819097b8dfadf292e56d completed May 17, 2026, 1:36 p.m.
Created at: April 16, 2026, 5:48 p.m.