Triple
T6998815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Department of Food and Agriculture |
E162282
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
State Water Efficiency and Enhancement Program
The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
|
E634515
|
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: State Water Efficiency and Enhancement Program | Statement: [California Department of Food and Agriculture, hasProgram, State Water Efficiency and Enhancement Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Water Efficiency and Enhancement Program Context triple: [California Department of Food and Agriculture, hasProgram, State Water Efficiency and Enhancement Program]
-
A.
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.
-
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.
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.
-
D.
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.
-
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: State Water Efficiency and Enhancement Program Triple: [California Department of Food and Agriculture, hasProgram, State Water Efficiency and Enhancement Program]
Generated description
The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: State Water Efficiency and Enhancement Program Target entity description: The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
-
A.
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.
-
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.
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.
-
D.
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.
-
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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbf083b481909dd30e28e908dfdf |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a2c510c8190b7c86f8b399388ae |
completed | March 28, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69c76b1d881481908ef5a6614246ca1e |
completed | March 28, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76be95ecc8190a57ff197f236d434 |
completed | March 28, 2026, 5:49 a.m. |
Created at: March 27, 2026, 2:33 p.m.