Triple

T8716228
Position Surface form Disambiguated ID Type / Status
Subject Panama–United States relations E206899 entity
Predicate hasTradeFramework P43350 FINISHED
Object U.S.–Panama Trade Promotion Agreement
The U.S.–Panama Trade Promotion Agreement is a bilateral free trade pact that reduces tariffs, opens markets, and strengthens economic and investment ties between the United States and Panama.
E753948 NE FINISHED

How this triple was built (5 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: U.S.–Panama Trade Promotion Agreement | Statement: [Panama–United States relations, hasTradeFramework, U.S.–Panama Trade Promotion Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S.–Panama Trade Promotion Agreement
Context triple: [Panama–United States relations, hasTradeFramework, U.S.–Panama Trade Promotion Agreement]
  • A. Mexico–Colombia Free Trade Agreement
    The Mexico–Colombia Free Trade Agreement is a bilateral trade pact that reduces tariffs and promotes economic integration and investment between Mexico and Colombia.
  • B. Torrijos–Carter Treaties
    The Torrijos–Carter Treaties are a pair of 1977 agreements between the United States and Panama that set the terms for the gradual transfer of control of the Panama Canal from the U.S. to Panama by the end of 1999.
  • C. Mexico–Central America Free Trade Agreement
    The Mexico–Central America Free Trade Agreement is a regional trade pact that harmonizes and replaces several bilateral agreements to promote free trade and economic integration between Mexico and multiple Central American countries.
  • D. Mexico–Chile Free Trade Agreement
    The Mexico–Chile Free Trade Agreement is a bilateral trade pact that significantly liberalizes commerce and investment between Mexico and Chile, forming part of a broader network of Latin American economic integration agreements.
  • E. 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.
  • 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: U.S.–Panama Trade Promotion Agreement
Triple: [Panama–United States relations, hasTradeFramework, U.S.–Panama Trade Promotion Agreement]
Generated description
The U.S.–Panama Trade Promotion Agreement is a bilateral free trade pact that reduces tariffs, opens markets, and strengthens economic and investment ties between the United States and Panama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S.–Panama Trade Promotion Agreement
Target entity description: The U.S.–Panama Trade Promotion Agreement is a bilateral free trade pact that reduces tariffs, opens markets, and strengthens economic and investment ties between the United States and Panama.
  • A. Mexico–Colombia Free Trade Agreement
    The Mexico–Colombia Free Trade Agreement is a bilateral trade pact that reduces tariffs and promotes economic integration and investment between Mexico and Colombia.
  • B. Torrijos–Carter Treaties
    The Torrijos–Carter Treaties are a pair of 1977 agreements between the United States and Panama that set the terms for the gradual transfer of control of the Panama Canal from the U.S. to Panama by the end of 1999.
  • C. Mexico–Central America Free Trade Agreement
    The Mexico–Central America Free Trade Agreement is a regional trade pact that harmonizes and replaces several bilateral agreements to promote free trade and economic integration between Mexico and multiple Central American countries.
  • D. Mexico–Chile Free Trade Agreement
    The Mexico–Chile Free Trade Agreement is a bilateral trade pact that significantly liberalizes commerce and investment between Mexico and Chile, forming part of a broader network of Latin American economic integration agreements.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTradeFramework
Context triple: [Panama–United States relations, hasTradeFramework, U.S.–Panama Trade Promotion Agreement]
  • A. hasTrade
    Indicates a relationship where one entity engages in or maintains a commercial exchange or trading activity with another entity.
  • B. hasTradingModel
    Indicates that one entity uses, is governed by, or is associated with a particular trading model.
  • C. hasOrganizationFramework
    Indicates that an entity is associated with, governed by, or operates under a particular organizational framework, structure, or governance model.
  • D. hasCooperationFramework chosen
    Indicates that two or more entities are formally linked by an agreed framework that governs how they cooperate or collaborate with each other.
  • E. hasTradingFloor
    Indicates that an entity operates or contains a physical or virtual trading floor where financial instruments are actively bought and sold.
  • F. None of above.

Provenance (6 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_69ca83572d4881909bef3be2b578d539 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5cd807cc819090b58caf285b397a completed March 31, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28df657881908c1fc67c2c777cea completed April 3, 2026, 2:41 a.m.
NEDg Description generation batch_69cf2bd222b08190907ba7e98991996e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2fcb5e7c819086b441d1ef4fc368 completed April 3, 2026, 3:11 a.m.
PD Predicate disambiguation batch_69cc456e806c819087e7d66ee737f242 completed March 31, 2026, 10:06 p.m.
Created at: March 30, 2026, 6:35 p.m.