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.