Triple
T22360486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MRPBS |
E552765
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
USDA Marketing and Regulatory Programs
USDA Marketing and Regulatory Programs is a mission area within the U.S. Department of Agriculture that oversees agencies responsible for facilitating agricultural marketing, ensuring fair trade practices, and protecting the health and quality of the nation’s agricultural products.
|
E1532436
|
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: USDA Marketing and Regulatory Programs | Statement: [MRPBS, parentOrganization, USDA Marketing and Regulatory Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA Marketing and Regulatory Programs Context triple: [MRPBS, parentOrganization, USDA Marketing and Regulatory Programs]
-
A.
Agricultural Marketing Service
The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
-
B.
USDA Risk Management Agency
The USDA Risk Management Agency is a U.S. Department of Agriculture agency responsible for overseeing federal crop insurance programs and helping farmers manage agricultural production risks.
-
C.
usda.gov
usda.gov is the official website of the United States Department of Agriculture, providing information, services, data, and resources related to farming, food, nutrition, rural development, and agricultural policy.
-
D.
USDA commodity foods
USDA commodity foods are federally purchased agricultural products distributed to support nutrition assistance programs and food security among low-income and tribal communities.
-
E.
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.
- 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: USDA Marketing and Regulatory Programs Triple: [MRPBS, parentOrganization, USDA Marketing and Regulatory Programs]
Generated description
USDA Marketing and Regulatory Programs is a mission area within the U.S. Department of Agriculture that oversees agencies responsible for facilitating agricultural marketing, ensuring fair trade practices, and protecting the health and quality of the nation’s agricultural products.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USDA Marketing and Regulatory Programs Target entity description: USDA Marketing and Regulatory Programs is a mission area within the U.S. Department of Agriculture that oversees agencies responsible for facilitating agricultural marketing, ensuring fair trade practices, and protecting the health and quality of the nation’s agricultural products.
-
A.
Agricultural Marketing Service
The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
-
B.
USDA Risk Management Agency
The USDA Risk Management Agency is a U.S. Department of Agriculture agency responsible for overseeing federal crop insurance programs and helping farmers manage agricultural production risks.
-
C.
usda.gov
usda.gov is the official website of the United States Department of Agriculture, providing information, services, data, and resources related to farming, food, nutrition, rural development, and agricultural policy.
-
D.
USDA commodity foods
USDA commodity foods are federally purchased agricultural products distributed to support nutrition assistance programs and food security among low-income and tribal communities.
-
E.
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.
- F. None of above. chosen
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_69e11e4affcc8190ba7c27d29062558d |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157d3852c819082518851568e1b51 |
completed | April 29, 2026, 12:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae061d4648190926598d971674630 |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae17a4d48819094ea2bc413fcb19f |
completed | May 18, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae259a6f88190b0ecd726591710b3 |
completed | May 18, 2026, 9:56 a.m. |
Created at: April 16, 2026, 8:44 p.m.