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.