Triple

T5308342
Position Surface form Disambiguated ID Type / Status
Subject National Programs in Crop Production and Protection E120158 entity
Predicate includes P1393 FINISHED
Object National Program 304 Crop Protection and Quarantine
National Program 304 Crop Protection and Quarantine is a U.S. agricultural research initiative focused on safeguarding crops from pests and diseases and preventing their spread through quarantine measures.
E120158 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: National Program 304 Crop Protection and Quarantine | Statement: [National Programs in Crop Production and Protection, includes, National Program 304 Crop Protection and Quarantine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Program 304 Crop Protection and Quarantine
Context triple: [National Programs in Crop Production and Protection, includes, National Program 304 Crop Protection and Quarantine]
  • A. 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.
  • B. 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.
  • C. National Programs in Animal Production and Protection
    National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
  • D. Plant Protection Act
    The Plant Protection Act is a U.S. federal law that provides the primary legal framework for preventing, detecting, and controlling the introduction and spread of plant pests and noxious weeds to protect agriculture and the environment.
  • E. 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.
  • 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: National Program 304 Crop Protection and Quarantine
Triple: [National Programs in Crop Production and Protection, includes, National Program 304 Crop Protection and Quarantine]
Generated description
National Program 304 Crop Protection and Quarantine is a U.S. agricultural research initiative focused on safeguarding crops from pests and diseases and preventing their spread through quarantine measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Program 304 Crop Protection and Quarantine
Target entity description: National Program 304 Crop Protection and Quarantine is a U.S. agricultural research initiative focused on safeguarding crops from pests and diseases and preventing their spread through quarantine measures.
  • A. National Programs in Crop Production and Protection chosen
    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.
  • B. 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.
  • C. National Programs in Animal Production and Protection
    National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
  • D. Plant Protection Act
    The Plant Protection Act is a U.S. federal law that provides the primary legal framework for preventing, detecting, and controlling the introduction and spread of plant pests and noxious weeds to protect agriculture and the environment.
  • E. 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.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd85315bb081908fc54d6188cc79ff completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10ffb1f08190aba4c1c860085c92 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf14c687908190bafa9f99e10d7698 completed March 21, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_69bf15675c888190ae8107fdab02aa25 completed March 21, 2026, 10:02 p.m.
Created at: March 20, 2026, 1:53 p.m.