Triple

T5324927
Position Surface form Disambiguated ID Type / Status
Subject Environmental Quality Incentives Program E121762 entity
Predicate replaced P101 FINISHED
Object Rural Clean Water Program
The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
E511892 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: Rural Clean Water Program | Statement: [Environmental Quality Incentives Program, replaced, Rural Clean Water Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rural Clean Water Program
Context triple: [Environmental Quality Incentives Program, replaced, Rural Clean Water Program]
  • A. 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.
  • B. 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.
  • 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. Projeto Água Limpa
    Projeto Água Limpa is an environmental and social initiative founded by Gisele Bündchen that focuses on protecting water resources and promoting sustainable development in Brazilian communities.
  • E. Water Quality Program (Washington State Department of Ecology)
    The Water Quality Program is a division of Washington State’s Department of Ecology responsible for protecting and improving the state’s rivers, lakes, marine waters, and groundwater from pollution.
  • 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: Rural Clean Water Program
Triple: [Environmental Quality Incentives Program, replaced, Rural Clean Water Program]
Generated description
The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rural Clean Water Program
Target entity description: The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
  • A. 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.
  • B. 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.
  • 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. Projeto Água Limpa
    Projeto Água Limpa is an environmental and social initiative founded by Gisele Bündchen that focuses on protecting water resources and promoting sustainable development in Brazilian communities.
  • E. Water Quality Program (Washington State Department of Ecology)
    The Water Quality Program is a division of Washington State’s Department of Ecology responsible for protecting and improving the state’s rivers, lakes, marine waters, and groundwater from pollution.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.