Triple

T1620554
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Marketing Service E35020 entity
Predicate hasPart P35 FINISHED
Object 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.
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: Dairy Program | Statement: [Agricultural Marketing Service, hasPart, Dairy Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dairy Program
Context triple: [Agricultural Marketing Service, hasPart, Dairy Program]
  • A. 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.
  • B. 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.
  • C. Milch
    Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
  • D. Farm to School Program
    The Farm to School Program is a U.S. initiative that connects schools with local farms to provide fresh, locally sourced foods in school meals while supporting agricultural education and local economies.
  • E. Tillamook Creamery
    Tillamook Creamery is a popular Oregon-based dairy producer and visitor center known for its cheese, ice cream, and farm-to-table creamery tours.
  • 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 Program
Triple: [Agricultural Marketing Service, hasPart, Dairy Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dairy Program
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Milch
    Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
  • D. Farm to School Program
    The Farm to School Program is a U.S. initiative that connects schools with local farms to provide fresh, locally sourced foods in school meals while supporting agricultural education and local economies.
  • E. Tillamook Creamery
    Tillamook Creamery is a popular Oregon-based dairy producer and visitor center known for its cheese, ice cream, and farm-to-table creamery tours.
  • 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.