Triple

T14295009
Position Surface form Disambiguated ID Type / Status
Subject GATT 1994 Article XXI E354414 entity
Predicate relatedTo P37 FINISHED
Object Article XIV bis of the General Agreement on Trade in Services
Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
E1091314 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 XIV bis of the General Agreement on Trade in Services | Statement: [GATT 1994 Article XXI, relatedTo, Article XIV bis of the General Agreement on Trade in Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Article XIV bis of the General Agreement on Trade in Services
Context triple: [GATT 1994 Article XXI, relatedTo, Article XIV bis of the General Agreement on Trade in Services]
  • A. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. GATS Annexes
    The GATS Annexes are supplementary legal texts to the WTO’s General Agreement on Trade in Services that provide detailed rules and disciplines for specific service sectors and regulatory issues.
  • 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 XIV bis of the General Agreement on Trade in Services
Triple: [GATT 1994 Article XXI, relatedTo, Article XIV bis of the General Agreement on Trade in Services]
Generated description
Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Article XIV bis of the General Agreement on Trade in Services
Target entity description: Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
  • A. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. GATS Annexes
    The GATS Annexes are supplementary legal texts to the WTO’s General Agreement on Trade in Services that provide detailed rules and disciplines for specific service sectors and regulatory issues.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717b35ec81908968994e65737c66 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2281d481909714f8d8cfe71514 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3ded77748190b35908e046ccce67 completed May 8, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e7425348190abf09c103cc17305 completed May 8, 2026, 1:37 a.m.
Created at: April 10, 2026, 1:11 a.m.