Triple

T6707707
Position Surface form Disambiguated ID Type / Status
Subject WTO Council for Trade in Services in Special Session E153049 entity
Predicate legalBasis P125 FINISHED
Object GATS Article XIX
GATS Article XIX is a key provision of the General Agreement on Trade in Services that mandates progressive liberalization of trade in services through successive rounds of negotiations among World Trade Organization members.
 E614235 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: GATS Article XIX | Statement: [WTO Council for Trade in Services in Special Session, legalBasis, GATS Article XIX]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GATS Article XIX
Context triple: [WTO Council for Trade in Services in Special Session, legalBasis, GATS Article XIX]
  • A. 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.
  • B. GATT 1994 Article XXI
    GATT 1994 Article XXI is the World Trade Organization provision that allows members to take trade-restrictive measures they consider necessary for the protection of their essential security interests.
  • C. GATT 1994 Article V
    GATT 1994 Article V is a core WTO provision that guarantees freedom of transit for goods across members’ territories, prohibiting unjustified restrictions and discrimination in transit routes and charges.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GATS Article XIX
Target entity description: GATS Article XIX is a key provision of the General Agreement on Trade in Services that mandates progressive liberalization of trade in services through successive rounds of negotiations among World Trade Organization members.
  • A. 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.
  • B. GATT 1994 Article XXI
    GATT 1994 Article XXI is the World Trade Organization provision that allows members to take trade-restrictive measures they consider necessary for the protection of their essential security interests.
  • C. GATT 1994 Article V
    GATT 1994 Article V is a core WTO provision that guarantees freedom of transit for goods across members’ territories, prohibiting unjustified restrictions and discrimination in transit routes and charges.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: GATS Article XIX
Triple: [WTO Council for Trade in Services in Special Session, legalBasis, GATS Article XIX]
Generated description
GATS Article XIX is a key provision of the General Agreement on Trade in Services that mandates progressive liberalization of trade in services through successive rounds of negotiations among World Trade Organization members.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c68808d8d8819087369015270788fe elicitation completed
NER batch_69c6d1049b7c8190a970a165d15b440b ner completed
NED1 batch_69c7008aeac08190887a7bf5703b69f4 ned_source_triple completed
NED2 batch_69c7073483a4819084392c89a84f63b1 ned_description completed
NEDg batch_69c7067a932c8190a039a9ab2fd5d8a5 nedg completed
Created at: March 27, 2026, 2:06 p.m.