Triple
T20795202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rural Clean Water Program |
E511892
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Water Quality Incentives Program |
—
|
NE NERFINISHED |
How this triple was built (2 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: Water Quality Incentives Program | Statement: [Rural Clean Water Program, relatedTo, Water Quality Incentives Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Water Quality Incentives Program Context triple: [Rural Clean Water Program, relatedTo, Water Quality Incentives Program]
-
A.
Agricultural Water Quality Incentives Program
chosen
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.
-
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.
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.
-
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.
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2acbac48190b9b46c8c2a761bd8 |
completed | April 21, 2026, 12:19 a.m. |
Created at: April 16, 2026, 12:39 p.m.