Triple

T5478060
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Act of 2014 E123402 entity
Predicate createdProgram P6694 FINISHED
Object Dairy Margin Protection Program
The Dairy Margin Protection Program is a U.S. federal safety-net initiative that insures dairy farmers against financial losses when the margin between milk prices and feed costs falls below specified levels.
E23841 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: Dairy Margin Protection Program | Statement: [Agricultural Act of 2014, createdProgram, Dairy Margin Protection Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dairy Margin Protection Program
Context triple: [Agricultural Act of 2014, createdProgram, Dairy Margin Protection Program]
  • 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. 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.
  • D. United States federal farm programs
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • E. 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.
  • 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: Dairy Margin Protection Program
Triple: [Agricultural Act of 2014, createdProgram, Dairy Margin Protection Program]
Generated description
The Dairy Margin Protection Program is a U.S. federal safety-net initiative that insures dairy farmers against financial losses when the margin between milk prices and feed costs falls below specified levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dairy Margin Protection Program
Target entity description: The Dairy Margin Protection Program is a U.S. federal safety-net initiative that insures dairy farmers against financial losses when the margin between milk prices and feed costs falls below specified levels.
  • 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. 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.
  • D. United States federal farm programs chosen
    United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
  • E. 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.
  • 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_69bd4648883481909e9775d43300c5fa completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd92460f008190bf9d64ddd9c507a7 completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48a001c081909b0e9f1b36fd10db completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf496861f08190aca539510ddfebbc completed March 22, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf49c564188190b4b3a40ee09b0461 completed March 22, 2026, 1:45 a.m.
Created at: March 20, 2026, 2:09 p.m.