Triple

T832018
Position Surface form Disambiguated ID Type / Status
Subject United States–South Korea security alliance E17985 entity
Predicate hasComponent P35 FINISHED
Object Special Measures Agreements on cost sharing
Special Measures Agreements on cost sharing are bilateral accords that determine how much South Korea contributes financially to the stationing and support of United States military forces on its territory.
E98004 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: Special Measures Agreements on cost sharing | Statement: [United States–South Korea security alliance, hasComponent, Special Measures Agreements on cost sharing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Measures Agreements on cost sharing
Context triple: [United States–South Korea security alliance, hasComponent, Special Measures Agreements on cost sharing]
  • A. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • B. Subsidies and Countervailing Measures Code
    The Subsidies and Countervailing Measures Code was a multilateral trade agreement under the GATT that set rules for the use of government subsidies and the application of countervailing duties to offset them.
  • C. WTO Agreement on Safeguards
    The WTO Agreement on Safeguards is a multilateral trade agreement that sets detailed rules and procedures for WTO members to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • D. 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.
  • E. Agreement on Import Licensing Procedures
    The Agreement on Import Licensing Procedures is a World Trade Organization treaty that sets transparent, fair, and predictable rules for how countries administer import licensing systems.
  • 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: Special Measures Agreements on cost sharing
Triple: [United States–South Korea security alliance, hasComponent, Special Measures Agreements on cost sharing]
Generated description
Special Measures Agreements on cost sharing are bilateral accords that determine how much South Korea contributes financially to the stationing and support of United States military forces on its territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Measures Agreements on cost sharing
Target entity description: Special Measures Agreements on cost sharing are bilateral accords that determine how much South Korea contributes financially to the stationing and support of United States military forces on its territory.
  • A. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • B. Subsidies and Countervailing Measures Code
    The Subsidies and Countervailing Measures Code was a multilateral trade agreement under the GATT that set rules for the use of government subsidies and the application of countervailing duties to offset them.
  • C. WTO Agreement on Safeguards
    The WTO Agreement on Safeguards is a multilateral trade agreement that sets detailed rules and procedures for WTO members to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • D. 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.
  • E. Agreement on Import Licensing Procedures
    The Agreement on Import Licensing Procedures is a World Trade Organization treaty that sets transparent, fair, and predictable rules for how countries administer import licensing systems.
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abb4be948190ae757df85bdc40e4 completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d9991488190808adb29d3ad6273 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a7799f87f08190ad393ce92c938030 completed March 4, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69a77a2ef9d08190abc60490b4409d79 completed March 4, 2026, 12:17 a.m.
Created at: March 1, 2026, 7:38 p.m.