Triple
T1620557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agricultural Marketing Service |
E35020
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Fair Trade Practices Program
The Fair Trade Practices Program is a division of the USDA’s Agricultural Marketing Service that oversees and enforces fair trading, competition, and marketing practices in agricultural markets to protect producers, handlers, and consumers.
|
E182369
|
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: Fair Trade Practices Program | Statement: [Agricultural Marketing Service, hasPart, Fair Trade Practices Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fair Trade Practices Program Context triple: [Agricultural Marketing Service, hasPart, Fair Trade Practices Program]
-
A.
Whole Trade Guarantee (ethical sourcing program)
Whole Trade Guarantee is Whole Foods Market’s ethical sourcing program that certifies products meeting rigorous standards for fair labor practices, environmental sustainability, and community support in developing countries.
-
B.
Rainforest Alliance
Rainforest Alliance is an international non-profit organization that works to conserve biodiversity and promote sustainable livelihoods through responsible land use, business practices, and consumer choices.
-
C.
UN Global Compact
The UN Global Compact is a United Nations initiative that encourages businesses worldwide to adopt and report on sustainable and socially responsible policies aligned with ten universally accepted principles in human rights, labor, environment, and anti-corruption.
-
D.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
-
E.
ESG Program
The ESG Program is a U.S. federal grant initiative that funds local efforts to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families in crisis.
- 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: Fair Trade Practices Program Triple: [Agricultural Marketing Service, hasPart, Fair Trade Practices Program]
Generated description
The Fair Trade Practices Program is a division of the USDA’s Agricultural Marketing Service that oversees and enforces fair trading, competition, and marketing practices in agricultural markets to protect producers, handlers, and consumers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fair Trade Practices Program Target entity description: The Fair Trade Practices Program is a division of the USDA’s Agricultural Marketing Service that oversees and enforces fair trading, competition, and marketing practices in agricultural markets to protect producers, handlers, and consumers.
-
A.
Whole Trade Guarantee (ethical sourcing program)
Whole Trade Guarantee is Whole Foods Market’s ethical sourcing program that certifies products meeting rigorous standards for fair labor practices, environmental sustainability, and community support in developing countries.
-
B.
Rainforest Alliance
Rainforest Alliance is an international non-profit organization that works to conserve biodiversity and promote sustainable livelihoods through responsible land use, business practices, and consumer choices.
-
C.
UN Global Compact
The UN Global Compact is a United Nations initiative that encourages businesses worldwide to adopt and report on sustainable and socially responsible policies aligned with ten universally accepted principles in human rights, labor, environment, and anti-corruption.
-
D.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
-
E.
ESG Program
The ESG Program is a U.S. federal grant initiative that funds local efforts to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families in crisis.
- 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.