Triple
T6998814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Department of Food and Agriculture |
E162282
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
California Citrus Pest and Disease Prevention Program
The California Citrus Pest and Disease Prevention Program is a statewide initiative that coordinates monitoring, regulation, and outreach efforts to protect California’s citrus industry from invasive pests and plant diseases.
|
E130752
|
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: California Citrus Pest and Disease Prevention Program | Statement: [California Department of Food and Agriculture, hasProgram, California Citrus Pest and Disease Prevention Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Citrus Pest and Disease Prevention Program Context triple: [California Department of Food and Agriculture, hasProgram, California Citrus Pest and Disease Prevention Program]
-
A.
UC Agriculture and Natural Resources
UC Agriculture and Natural Resources is a division of the University of California system that conducts research, education, and outreach on agriculture, natural resources, and community development across the state.
-
B.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
-
C.
Specialty Crops Program
The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
-
D.
Cooperative Agricultural Pest Survey
The Cooperative Agricultural Pest Survey is a national program that monitors and detects invasive plant pests and diseases in U.S. agriculture through coordinated federal, state, and local efforts.
-
E.
Library of Horticulture
The Library of Horticulture is a specialized botanical and gardening library associated with the San Francisco Botanical Garden, offering resources on plants, horticulture, and landscape design.
- 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: California Citrus Pest and Disease Prevention Program Triple: [California Department of Food and Agriculture, hasProgram, California Citrus Pest and Disease Prevention Program]
Generated description
The California Citrus Pest and Disease Prevention Program is a statewide initiative that coordinates monitoring, regulation, and outreach efforts to protect California’s citrus industry from invasive pests and plant diseases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Citrus Pest and Disease Prevention Program Target entity description: The California Citrus Pest and Disease Prevention Program is a statewide initiative that coordinates monitoring, regulation, and outreach efforts to protect California’s citrus industry from invasive pests and plant diseases.
-
A.
UC Agriculture and Natural Resources
UC Agriculture and Natural Resources is a division of the University of California system that conducts research, education, and outreach on agriculture, natural resources, and community development across the state.
-
B.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
-
C.
Specialty Crops Program
The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
-
D.
Cooperative Agricultural Pest Survey
chosen
The Cooperative Agricultural Pest Survey is a national program that monitors and detects invasive plant pests and diseases in U.S. agriculture through coordinated federal, state, and local efforts.
-
E.
Library of Horticulture
The Library of Horticulture is a specialized botanical and gardening library associated with the San Francisco Botanical Garden, offering resources on plants, horticulture, and landscape design.
- 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_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.