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.