Triple
T1620566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agricultural Marketing Service |
E35020
|
entity |
| Predicate | appliesRegulation |
P1129
|
FINISHED |
| Object |
United States Standards for Grades of Dairy Products
United States Standards for Grades of Dairy Products are federally established quality and grading criteria that define classifications and specifications for various dairy products in the U.S.
|
E182375
|
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 Standards for Grades of Dairy Products | Statement: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Dairy Products]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Standards for Grades of Dairy Products Context triple: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Dairy Products]
-
A.
Bureau of Dairy Industry
The Bureau of Dairy Industry was a former U.S. federal agency responsible for research and regulation related to dairy production, processing, and quality before its functions were absorbed into the Agricultural Research Service.
-
B.
Grain Inspection, Packers and Stockyards Administration
The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
-
C.
Milch
Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
-
D.
Egg Products Inspection Act
The Egg Products Inspection Act is a U.S. federal law that regulates the processing, inspection, and labeling of egg products to ensure they are safe, wholesome, and accurately represented to consumers.
-
E.
Packers and Stockyards Act of 1921
The Packers and Stockyards Act of 1921 is a U.S. federal law designed to prevent unfair, deceptive, and anti-competitive practices in the livestock, meatpacking, and poultry industries and to protect producers, consumers, and fair trade.
- 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 Standards for Grades of Dairy Products Triple: [Agricultural Marketing Service, appliesRegulation, United States Standards for Grades of Dairy Products]
Generated description
United States Standards for Grades of Dairy Products are federally established quality and grading criteria that define classifications and specifications for various dairy products in the U.S.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Standards for Grades of Dairy Products Target entity description: United States Standards for Grades of Dairy Products are federally established quality and grading criteria that define classifications and specifications for various dairy products in the U.S.
-
A.
Bureau of Dairy Industry
The Bureau of Dairy Industry was a former U.S. federal agency responsible for research and regulation related to dairy production, processing, and quality before its functions were absorbed into the Agricultural Research Service.
-
B.
Grain Inspection, Packers and Stockyards Administration
The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
-
C.
Milch
Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
-
D.
Egg Products Inspection Act
The Egg Products Inspection Act is a U.S. federal law that regulates the processing, inspection, and labeling of egg products to ensure they are safe, wholesome, and accurately represented to consumers.
-
E.
Packers and Stockyards Act of 1921
The Packers and Stockyards Act of 1921 is a U.S. federal law designed to prevent unfair, deceptive, and anti-competitive practices in the livestock, meatpacking, and poultry industries and to protect producers, consumers, and fair trade.
- 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_69a886023194819080a3fccd6e325d0e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909b0738c8190b073e0ccec5e217d |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51d2cbb481908bc74cecdc023547 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad5277c64481909ffe991fd4579d0d |
completed | March 8, 2026, 10:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad52f8dda48190969a31b85b1d5134 |
completed | March 8, 2026, 10:44 a.m. |
Created at: March 4, 2026, 7:28 p.m.