Triple
T9904322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dairy Program |
E182366
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
Federal Milk Marketing Order system
The Federal Milk Marketing Order system is a U.S. regulatory framework that sets minimum prices and marketing rules for milk to stabilize the dairy industry and protect both producers and consumers.
|
E182366
|
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: Federal Milk Marketing Order system | Statement: [Dairy Program, administers, Federal Milk Marketing Order system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Milk Marketing Order system Context triple: [Dairy Program, administers, Federal Milk Marketing Order system]
-
A.
Dairy Program
The Dairy Program is a division within the USDA’s Agricultural Marketing Service that oversees federal policies, standards, and marketing orders related to milk and dairy products in the United States.
-
B.
Special Milk Program
The Special Milk Program is a federally assisted initiative in the United States that provides milk to children in schools and childcare institutions that do not participate in other federal meal service programs.
-
C.
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.
-
D.
Milk Market
The Milk Market is a historic covered food and farmers' market in Limerick, Ireland, known for its local produce, artisan goods, and lively weekend atmosphere.
-
E.
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.
- 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: Federal Milk Marketing Order system Triple: [Dairy Program, administers, Federal Milk Marketing Order system]
Generated description
The Federal Milk Marketing Order system is a U.S. regulatory framework that sets minimum prices and marketing rules for milk to stabilize the dairy industry and protect both producers and consumers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Milk Marketing Order system Target entity description: The Federal Milk Marketing Order system is a U.S. regulatory framework that sets minimum prices and marketing rules for milk to stabilize the dairy industry and protect both producers and consumers.
-
A.
Dairy Program
chosen
The Dairy Program is a division within the USDA’s Agricultural Marketing Service that oversees federal policies, standards, and marketing orders related to milk and dairy products in the United States.
-
B.
Special Milk Program
The Special Milk Program is a federally assisted initiative in the United States that provides milk to children in schools and childcare institutions that do not participate in other federal meal service programs.
-
C.
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.
-
D.
Milk Market
The Milk Market is a historic covered food and farmers' market in Limerick, Ireland, known for its local produce, artisan goods, and lively weekend atmosphere.
-
E.
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.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4e4f92c81908e38509416f19c78 |
completed | April 2, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb2c1d5c8190b6f1c43254487893 |
completed | April 5, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69d1ebbd5b708190869e9b72ef872be4 |
completed | April 5, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ec25192081908b384cefb5c325f1 |
completed | April 5, 2026, 4:59 a.m. |
Created at: March 30, 2026, 8:40 p.m.