Triple

T21421108
Position Surface form Disambiguated ID Type / Status
Subject Basin Plan 2012 E528438 entity
Predicate relatedTo P37 FINISHED
Object National Water Initiative NE NERFINISHED

How this triple was built (3 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.
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 (2 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.
Created at: April 16, 2026, 5:48 p.m.