Triple
T9904474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fair Trade Practices Program |
E182369
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Perishable Agricultural Commodities Act Division
The Perishable Agricultural Commodities Act Division is a unit within the USDA’s Agricultural Marketing Service that administers and enforces federal regulations governing fair trading practices in the fresh and frozen fruit and vegetable industry.
|
E827274
|
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: Perishable Agricultural Commodities Act Division | Statement: [Fair Trade Practices Program, hasComponent, Perishable Agricultural Commodities Act Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perishable Agricultural Commodities Act Division Context triple: [Fair Trade Practices Program, hasComponent, Perishable Agricultural Commodities Act Division]
-
A.
Grain Inspection, Packers and Stockyards Administration
The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
-
B.
Food and Agriculture Act of 1977
The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
-
C.
Agricultural Marketing Act of 1946
The Agricultural Marketing Act of 1946 is a U.S. federal law that modernized and expanded government authority to develop quality standards, grading, and inspection services for agricultural products to facilitate fair trade and consumer protection.
-
D.
Packers and Stockyards Act of 1921
The Packers and Stockyards Act of 1921 is a U.S. federal law designed to prevent unfair, deceptive, and anti-competitive practices in the livestock, meatpacking, and poultry industries and to protect producers, consumers, and fair trade.
-
E.
Food and Agriculture Act of 1962
The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
- 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: Perishable Agricultural Commodities Act Division Triple: [Fair Trade Practices Program, hasComponent, Perishable Agricultural Commodities Act Division]
Generated description
The Perishable Agricultural Commodities Act Division is a unit within the USDA’s Agricultural Marketing Service that administers and enforces federal regulations governing fair trading practices in the fresh and frozen fruit and vegetable industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perishable Agricultural Commodities Act Division Target entity description: The Perishable Agricultural Commodities Act Division is a unit within the USDA’s Agricultural Marketing Service that administers and enforces federal regulations governing fair trading practices in the fresh and frozen fruit and vegetable industry.
-
A.
Grain Inspection, Packers and Stockyards Administration
The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
-
B.
Food and Agriculture Act of 1977
The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
-
C.
Agricultural Marketing Act of 1946
The Agricultural Marketing Act of 1946 is a U.S. federal law that modernized and expanded government authority to develop quality standards, grading, and inspection services for agricultural products to facilitate fair trade and consumer protection.
-
D.
Packers and Stockyards Act of 1921
The Packers and Stockyards Act of 1921 is a U.S. federal law designed to prevent unfair, deceptive, and anti-competitive practices in the livestock, meatpacking, and poultry industries and to protect producers, consumers, and fair trade.
-
E.
Food and Agriculture Act of 1962
The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4e641e881909dfba78fcb96c433 |
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.