Triple
T5308168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Plant Industry, Soils, and Agricultural Engineering |
E120154
|
entity |
| Predicate | isPartOfHistoryOf |
P1451
|
FINISHED |
| Object |
United States agricultural research system
The United States agricultural research system is the nationwide network of federal, state, and land-grant institutions that conduct scientific research to improve the productivity, sustainability, and economic viability of American agriculture.
|
E320801
|
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: United States agricultural research system | Statement: [Bureau of Plant Industry, Soils, and Agricultural Engineering, isPartOfHistoryOf, United States agricultural research system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States agricultural research system Context triple: [Bureau of Plant Industry, Soils, and Agricultural Engineering, isPartOfHistoryOf, United States agricultural research system]
-
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.
Agricultural Research Administration
The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.
-
C.
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.
-
D.
United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
-
E.
Agricultural Experiment Station
The Agricultural Experiment Station is a research organization that conducts scientific studies to improve agriculture, natural resources, and related environmental and economic systems.
- 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: United States agricultural research system Triple: [Bureau of Plant Industry, Soils, and Agricultural Engineering, isPartOfHistoryOf, United States agricultural research system]
Generated description
The United States agricultural research system is the nationwide network of federal, state, and land-grant institutions that conduct scientific research to improve the productivity, sustainability, and economic viability of American agriculture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States agricultural research system Target entity description: The United States agricultural research system is the nationwide network of federal, state, and land-grant institutions that conduct scientific research to improve the productivity, sustainability, and economic viability of American agriculture.
-
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.
Agricultural Research Administration
The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.
-
C.
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.
-
D.
United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
-
E.
Agricultural Experiment Station
chosen
The Agricultural Experiment Station is a research organization that conducts scientific studies to improve agriculture, natural resources, and related environmental and economic systems.
- 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.