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.