Triple

T3379812
Position Surface form Disambiguated ID Type / Status
Subject Russia – Measures Concerning Traffic in Transit (DS512) E71153 entity
Predicate coveredProvision P12345 FINISHED
Object 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.
E354414 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: GATT 1994 Article XXI | Statement: [Russia – Measures Concerning Traffic in Transit (DS512), coveredProvision, GATT 1994 Article XXI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GATT 1994 Article XXI
Context triple: [Russia – Measures Concerning Traffic in Transit (DS512), coveredProvision, GATT 1994 Article XXI]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Article VII of the General Agreement on Tariffs and Trade
    Article VII of the General Agreement on Tariffs and Trade is the GATT provision that establishes the fundamental rules for determining the customs value of imported goods in international trade.
  • 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: GATT 1994 Article XXI
Triple: [Russia – Measures Concerning Traffic in Transit (DS512), coveredProvision, GATT 1994 Article XXI]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GATT 1994 Article XXI
Target entity description: 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.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. Article VII of the General Agreement on Tariffs and Trade
    Article VII of the General Agreement on Tariffs and Trade is the GATT provision that establishes the fundamental rules for determining the customs value of imported goods in international trade.
  • 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2ec38d88190be8c824daeca5ab6 completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bc17dd881908fc5fb0d4a23f40f completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34e45a6c08190a0011eaa60f3d50a completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34eba517881908806b1ac285448ff completed March 12, 2026, 11:39 p.m.
Created at: March 8, 2026, 3:14 p.m.