Triple
T5324935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Environmental Quality Incentives Program |
E121762
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
EQIP On-Farm Energy Initiative
The EQIP On-Farm Energy Initiative is a USDA conservation program component that helps agricultural producers improve on-farm energy efficiency through assessments and financial assistance for energy-saving practices and equipment.
|
E121762
|
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: EQIP On-Farm Energy Initiative | Statement: [Environmental Quality Incentives Program, hasPart, EQIP On-Farm Energy Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EQIP On-Farm Energy Initiative Context triple: [Environmental Quality Incentives Program, hasPart, EQIP On-Farm Energy Initiative]
-
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.
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.
-
D.
Missouri Energy Loan Program
The Missouri Energy Loan Program is a state-run financing initiative that provides low-interest loans to public entities in Missouri to implement energy efficiency and renewable energy projects.
-
E.
DOE Bioenergy Research Centers
The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
- 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: EQIP On-Farm Energy Initiative Triple: [Environmental Quality Incentives Program, hasPart, EQIP On-Farm Energy Initiative]
Generated description
The EQIP On-Farm Energy Initiative is a USDA conservation program component that helps agricultural producers improve on-farm energy efficiency through assessments and financial assistance for energy-saving practices and equipment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EQIP On-Farm Energy Initiative Target entity description: The EQIP On-Farm Energy Initiative is a USDA conservation program component that helps agricultural producers improve on-farm energy efficiency through assessments and financial assistance for energy-saving practices and equipment.
-
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
chosen
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.
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.
-
D.
Missouri Energy Loan Program
The Missouri Energy Loan Program is a state-run financing initiative that provides low-interest loans to public entities in Missouri to implement energy efficiency and renewable energy projects.
-
E.
DOE Bioenergy Research Centers
The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
- F. None of above.
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.