Triple

T14254900
Position Surface form Disambiguated ID Type / Status
Subject United States – Import Prohibition of Certain Shrimp and Shrimp Products E353360 entity
Predicate GATTArticleInvoked P37830 FINISHED
Object Article XIII of GATT 1994
Article XIII of GATT 1994 is a core provision of the multilateral trading system that governs the non-discriminatory administration of quantitative import and export restrictions among WTO members.
E1089733 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: Article XIII of GATT 1994 | Statement: [United States – Import Prohibition of Certain Shrimp and Shrimp Products, GATTArticleInvoked, Article XIII of GATT 1994]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Article XIII of GATT 1994
Context triple: [United States – Import Prohibition of Certain Shrimp and Shrimp Products, GATTArticleInvoked, Article XIII of GATT 1994]
  • A. Article III of GATT 1994
    Article III of GATT 1994 is a core provision of the WTO legal framework that establishes the national treatment obligation, requiring WTO members to treat imported products no less favorably than like domestic products in respect of internal taxation and regulation.
  • B. Article XX of GATT 1994
    Article XX of GATT 1994 is the general exceptions clause that allows WTO members to justify trade-restrictive measures that would otherwise violate GATT obligations, provided they meet specified conditions such as necessity and non-discrimination.
  • C. Article I of GATT 1994
    Article I of GATT 1994 is the provision that establishes the Most-Favoured-Nation (MFN) principle, requiring WTO members to extend any trade advantage granted to one country immediately and unconditionally to all other members.
  • D. Article VI of GATT 1994
    Article VI of GATT 1994 is the provision in the General Agreement on Tariffs and Trade that establishes the legal basis for imposing anti-dumping duties on imported products to offset injurious dumping.
  • E. GATT Article XIX
    GATT Article XIX is the safeguard provision in the General Agreement on Tariffs and Trade that allows countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • 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: Article XIII of GATT 1994
Triple: [United States – Import Prohibition of Certain Shrimp and Shrimp Products, GATTArticleInvoked, Article XIII of GATT 1994]
Generated description
Article XIII of GATT 1994 is a core provision of the multilateral trading system that governs the non-discriminatory administration of quantitative import and export restrictions among WTO members.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Article XIII of GATT 1994
Target entity description: Article XIII of GATT 1994 is a core provision of the multilateral trading system that governs the non-discriminatory administration of quantitative import and export restrictions among WTO members.
  • A. Article III of GATT 1994
    Article III of GATT 1994 is a core provision of the WTO legal framework that establishes the national treatment obligation, requiring WTO members to treat imported products no less favorably than like domestic products in respect of internal taxation and regulation.
  • B. Article XX of GATT 1994
    Article XX of GATT 1994 is the general exceptions clause that allows WTO members to justify trade-restrictive measures that would otherwise violate GATT obligations, provided they meet specified conditions such as necessity and non-discrimination.
  • C. Article I of GATT 1994
    Article I of GATT 1994 is the provision that establishes the Most-Favoured-Nation (MFN) principle, requiring WTO members to extend any trade advantage granted to one country immediately and unconditionally to all other members.
  • D. Article VI of GATT 1994
    Article VI of GATT 1994 is the provision in the General Agreement on Tariffs and Trade that establishes the legal basis for imposing anti-dumping duties on imported products to offset injurious dumping.
  • E. GATT Article XIX
    GATT Article XIX is the safeguard provision in the General Agreement on Tariffs and Trade that allows countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62992a188190bc046fbab5a149d6 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd325c98288190ba035fb5cc5bcf6b completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd33cba18481908f2dfe358017f11b completed May 8, 2026, 12:52 a.m.
NED2 Entity disambiguation (via description) batch_69fd346ffb9c81909ec28e514ea5451b completed May 8, 2026, 12:55 a.m.
Created at: April 10, 2026, 1:09 a.m.