Triple

T3012779
Position Surface form Disambiguated ID Type / Status
Subject Article III:4 E82261 entity
Predicate relatedTo P37 FINISHED
Object 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.
E325831 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 XX of GATT 1994 | Statement: [Article III:4, relatedTo, Article XX of GATT 1994]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Article XX of GATT 1994
Context triple: [Article III:4, relatedTo, Article XX 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. 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.
  • C. Agreement on Implementation of Article VI of GATT 1994
    The Agreement on Implementation of Article VI of GATT 1994, commonly known as the Anti-Dumping Agreement, sets out detailed rules for how World Trade Organization members may investigate and apply measures against dumped imports that cause injury to domestic industries.
  • D. Agreement on Implementation of Article VII of GATT 1994
    The Agreement on Implementation of Article VII of GATT 1994, commonly known as the WTO Customs Valuation Agreement, sets out rules for determining the customs value of imported goods to ensure fair, uniform, and neutral application of trade regulations.
  • E. Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade
    The Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade, often called the Subsidies Code, was a GATT-era multilateral treaty that clarified and disciplined the use of subsidies and countervailing measures in international trade before the establishment of the WTO.
  • 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 XX of GATT 1994
Triple: [Article III:4, relatedTo, Article XX of GATT 1994]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Article XX of GATT 1994
Target entity description: 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.
  • 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. 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.
  • C. Agreement on Implementation of Article VI of GATT 1994
    The Agreement on Implementation of Article VI of GATT 1994, commonly known as the Anti-Dumping Agreement, sets out detailed rules for how World Trade Organization members may investigate and apply measures against dumped imports that cause injury to domestic industries.
  • D. Agreement on Implementation of Article VII of GATT 1994
    The Agreement on Implementation of Article VII of GATT 1994, commonly known as the WTO Customs Valuation Agreement, sets out rules for determining the customs value of imported goods to ensure fair, uniform, and neutral application of trade regulations.
  • E. Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade
    The Agreement on Interpretation and Application of Articles VI, XVI and XXIII of the General Agreement on Tariffs and Trade, often called the Subsidies Code, was a GATT-era multilateral treaty that clarified and disciplined the use of subsidies and countervailing measures in international trade before the establishment of the WTO.
  • 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a6883c081909b6b74f078e347b7 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f8663fb881909d7c179f4f61d313 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f9608e88819098f4044e54e0d908 completed March 11, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69b1fe3c8f408190988e7c7e3a51057e completed March 11, 2026, 11:43 p.m.
Created at: March 8, 2026, 3 p.m.