Triple

T13106649
Position Surface form Disambiguated ID Type / Status
Subject MAS Program E310858 entity
Predicate requiresComplianceWith P5499 FINISHED
Object Trade Agreements Act (for most items)
The Trade Agreements Act (for most items) is a U.S. federal law that limits government procurement to products from designated countries that have trade agreements with the United States or meet specific qualifying criteria.
E1023379 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: Trade Agreements Act (for most items) | Statement: [MAS Program, requiresComplianceWith, Trade Agreements Act (for most items)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trade Agreements Act (for most items)
Context triple: [MAS Program, requiresComplianceWith, Trade Agreements Act (for most items)]
  • A. Reciprocal Trade Agreements Act
    The Reciprocal Trade Agreements Act was a 1934 U.S. law that empowered the president to negotiate bilateral tariff-reduction agreements, marking a major shift toward freer international trade and away from protectionism.
  • B. Customs Valuation Agreement
    The Customs Valuation Agreement is a World Trade Organization accord that standardizes how countries determine the customs value of imported goods, primarily based on transaction value, to ensure fair and transparent trade practices.
  • C. Trade Act of 1974
    The Trade Act of 1974 is a landmark U.S. law that reshaped American trade policy by granting the president broad negotiating authority, establishing fast-track procedures for trade agreements, and linking trade benefits to human rights and other policy objectives.
  • D. Customs Act (Canada)
    The Customs Act (Canada) is federal legislation that governs the importation and exportation of goods, customs duties, and border enforcement procedures administered by the Canada Border Services Agency.
  • E. Trade Agreements Extension Act of 1955
    The Trade Agreements Extension Act of 1955 was a United States law that continued and expanded presidential authority to negotiate reciprocal trade agreements under the postwar U.S. trade policy framework.
  • 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: Trade Agreements Act (for most items)
Triple: [MAS Program, requiresComplianceWith, Trade Agreements Act (for most items)]
Generated description
The Trade Agreements Act (for most items) is a U.S. federal law that limits government procurement to products from designated countries that have trade agreements with the United States or meet specific qualifying criteria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trade Agreements Act (for most items)
Target entity description: The Trade Agreements Act (for most items) is a U.S. federal law that limits government procurement to products from designated countries that have trade agreements with the United States or meet specific qualifying criteria.
  • A. Reciprocal Trade Agreements Act
    The Reciprocal Trade Agreements Act was a 1934 U.S. law that empowered the president to negotiate bilateral tariff-reduction agreements, marking a major shift toward freer international trade and away from protectionism.
  • B. Customs Valuation Agreement
    The Customs Valuation Agreement is a World Trade Organization accord that standardizes how countries determine the customs value of imported goods, primarily based on transaction value, to ensure fair and transparent trade practices.
  • C. Trade Act of 1974
    The Trade Act of 1974 is a landmark U.S. law that reshaped American trade policy by granting the president broad negotiating authority, establishing fast-track procedures for trade agreements, and linking trade benefits to human rights and other policy objectives.
  • D. Customs Act (Canada)
    The Customs Act (Canada) is federal legislation that governs the importation and exportation of goods, customs duties, and border enforcement procedures administered by the Canada Border Services Agency.
  • E. Trade Agreements Extension Act of 1955
    The Trade Agreements Extension Act of 1955 was a United States law that continued and expanded presidential authority to negotiate reciprocal trade agreements under the postwar U.S. trade policy framework.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98154c9f48190aeca779d97151759 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27a325c8190a5c0f1a582340078 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9:05 p.m.