Triple
T22360487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MRPBS |
E552765
|
entity |
| Predicate | hasFullName |
P16
|
FINISHED |
| Object | Marketing and Regulatory Programs Business Services |
—
|
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: Marketing and Regulatory Programs Business Services | Statement: [MRPBS, hasFullName, Marketing and Regulatory Programs Business Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marketing and Regulatory Programs Business Services Context triple: [MRPBS, hasFullName, Marketing and Regulatory Programs Business Services]
-
A.
Marketing and Regulatory Programs Business Services
chosen
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
-
B.
Office of the Under Secretary for Marketing and Regulatory Programs
The Office of the Under Secretary for Marketing and Regulatory Programs is a senior U.S. Department of Agriculture office that provides leadership and policy direction for federal programs overseeing agricultural marketing, animal and plant health, and related regulatory services.
-
C.
Transportation and Marketing Program
The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
-
D.
Division of Marketing Services
The Division of Marketing Services is a branch of California’s state agriculture department that supports and regulates the marketing, distribution, and economic development of the state’s agricultural products.
-
E.
Inspection and Regulatory Programs
Inspection and Regulatory Programs is a unit within Alaska’s Division of Agriculture responsible for overseeing agricultural inspections, compliance, and regulatory enforcement to ensure the safety and quality of agricultural products in the state.
- 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.