Triple
T22580703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coastal Nonpoint Pollution Control Program |
E544556
|
entity |
| Predicate | complements |
P162
|
FINISHED |
| Object |
Clean Water Act nonpoint source programs
Clean Water Act nonpoint source programs are U.S. federal initiatives that provide funding, guidance, and regulatory frameworks to help states and localities reduce diffuse pollution from sources like agriculture, urban runoff, and forestry in order to protect water quality.
|
E1544198
|
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: Clean Water Act nonpoint source programs | Statement: [Coastal Nonpoint Pollution Control Program, complements, Clean Water Act nonpoint source programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clean Water Act nonpoint source programs Context triple: [Coastal Nonpoint Pollution Control Program, complements, Clean Water Act nonpoint source programs]
-
A.
Coastal Nonpoint Pollution Control Program
The Coastal Nonpoint Pollution Control Program is a U.S. federal initiative that requires coastal states to develop and implement management measures to reduce polluted runoff and protect coastal water quality.
-
B.
Construction Grants Program under the Clean Water Act
The Construction Grants Program under the Clean Water Act was a federal funding initiative that provided grants to municipalities to build and upgrade wastewater treatment facilities in order to reduce water pollution in the United States.
-
C.
Clean Water Act Section 404 permitting program
The Clean Water Act Section 404 permitting program is a U.S. federal regulatory system that governs the discharge of dredged or fill material into waters and wetlands, requiring permits to protect aquatic ecosystems while allowing necessary development.
-
D.
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.
-
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: Clean Water Act nonpoint source programs Triple: [Coastal Nonpoint Pollution Control Program, complements, Clean Water Act nonpoint source programs]
Generated description
Clean Water Act nonpoint source programs are U.S. federal initiatives that provide funding, guidance, and regulatory frameworks to help states and localities reduce diffuse pollution from sources like agriculture, urban runoff, and forestry in order to protect water quality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clean Water Act nonpoint source programs Target entity description: Clean Water Act nonpoint source programs are U.S. federal initiatives that provide funding, guidance, and regulatory frameworks to help states and localities reduce diffuse pollution from sources like agriculture, urban runoff, and forestry in order to protect water quality.
-
A.
Coastal Nonpoint Pollution Control Program
The Coastal Nonpoint Pollution Control Program is a U.S. federal initiative that requires coastal states to develop and implement management measures to reduce polluted runoff and protect coastal water quality.
-
B.
Construction Grants Program under the Clean Water Act
The Construction Grants Program under the Clean Water Act was a federal funding initiative that provided grants to municipalities to build and upgrade wastewater treatment facilities in order to reduce water pollution in the United States.
-
C.
Clean Water Act Section 404 permitting program
The Clean Water Act Section 404 permitting program is a U.S. federal regulatory system that governs the discharge of dredged or fill material into waters and wetlands, requiring permits to protect aquatic ecosystems while allowing necessary development.
-
D.
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.
-
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_69e11e30d05481909df915354c89f0d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f15ff065308190bca9fb24b47757e6 |
completed | April 29, 2026, 1:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d5460cc819082b4924809b1ae56 |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b3e659bbc81908ebe404365577ddf |
completed | May 18, 2026, 4:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3f401fb08190b59206d6e5edbaf7 |
completed | May 18, 2026, 4:33 p.m. |
Created at: April 16, 2026, 8:53 p.m.