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.