Triple
T22360509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MRPBS |
E552765
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | USDA Marketing and Regulatory Programs mission areas |
—
|
NE NERFINISHED |
How this triple was built (2 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 mission areas | Statement: [MRPBS, serviceArea, USDA Marketing and Regulatory Programs mission areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA Marketing and Regulatory Programs mission areas Context triple: [MRPBS, serviceArea, USDA Marketing and Regulatory Programs mission areas]
-
A.
USDA Marketing and Regulatory Programs
chosen
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.
-
B.
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.
-
C.
United States Department of Agriculture Farm Production and Conservation mission area
The United States Department of Agriculture Farm Production and Conservation mission area is a USDA division focused on supporting farmers, ranchers, and landowners through programs that promote agricultural production, risk management, and conservation of natural resources.
-
D.
National Programs in Nutrition, Food Safety, and Quality
National Programs in Nutrition, Food Safety, and Quality are U.S. federal research initiatives focused on improving dietary health, ensuring the safety of the food supply, and enhancing overall food quality.
-
E.
USDA nutrition assistance programs
USDA nutrition assistance programs are a group of federal food and nutrition initiatives administered by the U.S. Department of Agriculture to improve food security and dietary health among low-income individuals and families.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 8:44 p.m.