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.