Triple
T1071762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Institute of Food and Agriculture |
E23343
|
entity |
| Predicate | operatesProgram |
P1688
|
FINISHED |
| Object |
Specialty Crop Research Initiative
The Specialty Crop Research Initiative is a U.S. federal grant program that funds research and extension projects to improve the productivity, sustainability, and competitiveness of fruits, vegetables, tree nuts, and other specialty crops.
|
E124201
|
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: Specialty Crop Research Initiative | Statement: [National Institute of Food and Agriculture, operatesProgram, Specialty Crop Research Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Specialty Crop Research Initiative Context triple: [National Institute of Food and Agriculture, operatesProgram, Specialty Crop Research Initiative]
-
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.
Organic Agriculture Research and Extension Initiative
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
-
C.
National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
-
D.
International Institute of Agriculture
The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
-
E.
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.
- 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: Specialty Crop Research Initiative Triple: [National Institute of Food and Agriculture, operatesProgram, Specialty Crop Research Initiative]
Generated description
The Specialty Crop Research Initiative is a U.S. federal grant program that funds research and extension projects to improve the productivity, sustainability, and competitiveness of fruits, vegetables, tree nuts, and other specialty crops.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Specialty Crop Research Initiative Target entity description: The Specialty Crop Research Initiative is a U.S. federal grant program that funds research and extension projects to improve the productivity, sustainability, and competitiveness of fruits, vegetables, tree nuts, and other specialty crops.
-
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.
Organic Agriculture Research and Extension Initiative
chosen
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
-
C.
National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
-
D.
International Institute of Agriculture
The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
-
E.
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.
- 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_69a493ee1f908190992b5f0d1b04459b |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b9296c5c8190a3060fbfdf24f029 |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c1fb7948190b08c95e68d3de00e |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4e9e68688190a02550b270660a50 |
completed | March 7, 2026, 4:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4f2475048190a5e58bf8320e91d4 |
completed | March 7, 2026, 4:15 p.m. |
Created at: March 1, 2026, 7:42 p.m.