Triple

T10625260
Position Surface form Disambiguated ID Type / Status
Subject United States–South Africa relations E250305 entity
Predicate economicFramework P32482 FINISHED
Object African Growth and Opportunity Act
The African Growth and Opportunity Act is a U.S. trade law that grants eligible sub-Saharan African countries preferential access to American markets to promote economic growth and integration into the global economy.
E876244 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: African Growth and Opportunity Act | Statement: [United States–South Africa relations, economicFramework, African Growth and Opportunity Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Growth and Opportunity Act
Context triple: [United States–South Africa relations, economicFramework, African Growth and Opportunity Act]
  • A. Uruguay Round Agreements Act
    The Uruguay Round Agreements Act is a 1994 U.S. federal law that implemented the World Trade Organization agreements and reformed American trade rules to comply with the results of the Uruguay Round of global trade negotiations.
  • B. 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.
  • C. Lomé Convention
    The Lomé Convention was a series of trade and aid agreements between the European Community and African, Caribbean, and Pacific (ACP) countries that provided preferential access to European markets and development assistance from 1975 until it was superseded by the Cotonou Agreement.
  • D. African Continental Free Trade Area
    The African Continental Free Trade Area is a pan-African trade bloc aimed at creating a single continental market to boost intra-African trade, economic integration, and development across African Union member states.
  • E. 2002 SACU Agreement
    The 2002 SACU Agreement is the modern foundational treaty that restructured and updated the legal and institutional framework of the Southern African Customs Union among its member states.
  • 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: African Growth and Opportunity Act
Triple: [United States–South Africa relations, economicFramework, African Growth and Opportunity Act]
Generated description
The African Growth and Opportunity Act is a U.S. trade law that grants eligible sub-Saharan African countries preferential access to American markets to promote economic growth and integration into the global economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Growth and Opportunity Act
Target entity description: The African Growth and Opportunity Act is a U.S. trade law that grants eligible sub-Saharan African countries preferential access to American markets to promote economic growth and integration into the global economy.
  • A. Uruguay Round Agreements Act
    The Uruguay Round Agreements Act is a 1994 U.S. federal law that implemented the World Trade Organization agreements and reformed American trade rules to comply with the results of the Uruguay Round of global trade negotiations.
  • B. 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.
  • C. Lomé Convention
    The Lomé Convention was a series of trade and aid agreements between the European Community and African, Caribbean, and Pacific (ACP) countries that provided preferential access to European markets and development assistance from 1975 until it was superseded by the Cotonou Agreement.
  • D. African Continental Free Trade Area
    The African Continental Free Trade Area is a pan-African trade bloc aimed at creating a single continental market to boost intra-African trade, economic integration, and development across African Union member states.
  • E. 2002 SACU Agreement
    The 2002 SACU Agreement is the modern foundational treaty that restructured and updated the legal and institutional framework of the Southern African Customs Union among its member states.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df80a30c81909f36fe221cf68822 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b9a27f881908e451bfa6c118af4 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96fe942648190a8779e13e16b9196 completed April 10, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69d970f3f78081909bcb2dae6dae06d5 completed April 10, 2026, 9:51 p.m.
Created at: April 8, 2026, 8:54 p.m.