Triple

T1998802
Position Surface form Disambiguated ID Type / Status
Subject European Union–United States relations E43417 entity
Predicate hasKeyFramework P9140 FINISHED
Object Transatlantic Trade and Investment Partnership negotiations
The Transatlantic Trade and Investment Partnership negotiations were a proposed comprehensive free trade and investment agreement between the European Union and the United States aimed at reducing regulatory and tariff barriers to transatlantic commerce.
E221472 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: Transatlantic Trade and Investment Partnership negotiations | Statement: [European Union–United States relations, hasKeyFramework, Transatlantic Trade and Investment Partnership negotiations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transatlantic Trade and Investment Partnership negotiations
Context triple: [European Union–United States relations, hasKeyFramework, Transatlantic Trade and Investment Partnership negotiations]
  • A. NAFTA
    NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
  • B. Annecy Round of GATT
    Annecy Round of GATT was the 1949 multilateral trade negotiation under the General Agreement on Tariffs and Trade that focused on reducing tariffs among participating countries.
  • C. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • D. Canada–United States Free Trade Agreement
    The Canada–United States Free Trade Agreement was a landmark 1989 accord that significantly reduced trade barriers and laid the groundwork for modern North American economic integration.
  • E. WTO agreements
    The WTO agreements are a comprehensive set of international trade rules and commitments that govern how member countries conduct and regulate global commerce under the World Trade Organization 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: Transatlantic Trade and Investment Partnership negotiations
Triple: [European Union–United States relations, hasKeyFramework, Transatlantic Trade and Investment Partnership negotiations]
Generated description
The Transatlantic Trade and Investment Partnership negotiations were a proposed comprehensive free trade and investment agreement between the European Union and the United States aimed at reducing regulatory and tariff barriers to transatlantic commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transatlantic Trade and Investment Partnership negotiations
Target entity description: The Transatlantic Trade and Investment Partnership negotiations were a proposed comprehensive free trade and investment agreement between the European Union and the United States aimed at reducing regulatory and tariff barriers to transatlantic commerce.
  • A. NAFTA
    NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
  • B. Annecy Round of GATT
    Annecy Round of GATT was the 1949 multilateral trade negotiation under the General Agreement on Tariffs and Trade that focused on reducing tariffs among participating countries.
  • C. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • D. Canada–United States Free Trade Agreement
    The Canada–United States Free Trade Agreement was a landmark 1989 accord that significantly reduced trade barriers and laid the groundwork for modern North American economic integration.
  • E. WTO agreements
    The WTO agreements are a comprehensive set of international trade rules and commitments that govern how member countries conduct and regulate global commerce under the World Trade Organization 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb87dc8d08190907a6579c2b26d01 completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae034122ec819096a72685b34c84b9 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03b52ed08190a8c8fb8f81073bb3 completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0433b90c81909af348d9a3dcdbec completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:37 p.m.