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.