Triple
T5324925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Environmental Quality Incentives Program |
E121762
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Agricultural Water Quality Incentives Program
The Agricultural Water Quality Incentives Program was a U.S. Department of Agriculture cost-share initiative that helped farmers and ranchers implement conservation practices to reduce water pollution from agricultural activities.
|
E511890
|
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: Agricultural Water Quality Incentives Program | Statement: [Environmental Quality Incentives Program, replaced, Agricultural Water Quality Incentives Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agricultural Water Quality Incentives Program Context triple: [Environmental Quality Incentives Program, replaced, Agricultural Water Quality Incentives Program]
-
A.
Agricultural Conservation Easement Program
The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
-
B.
Environmental Quality Incentives Program
The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
-
C.
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.
-
D.
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.
-
E.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
- 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: Agricultural Water Quality Incentives Program Triple: [Environmental Quality Incentives Program, replaced, Agricultural Water Quality Incentives Program]
Generated description
The Agricultural Water Quality Incentives Program was a U.S. Department of Agriculture cost-share initiative that helped farmers and ranchers implement conservation practices to reduce water pollution from agricultural activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agricultural Water Quality Incentives Program Target entity description: The Agricultural Water Quality Incentives Program was a U.S. Department of Agriculture cost-share initiative that helped farmers and ranchers implement conservation practices to reduce water pollution from agricultural activities.
-
A.
Agricultural Conservation Easement Program
The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
-
B.
Environmental Quality Incentives Program
The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
-
C.
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.
-
D.
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.
-
E.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
- 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.