Triple

T1298038
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Agreement E27697 entity
Predicate includes P1393 FINISHED
Object Annex 1A: Multilateral Agreements on Trade in Goods
Annex 1A: Multilateral Agreements on Trade in Goods is the core WTO legal framework governing international trade in goods, encompassing key agreements such as the GATT 1994 and various sectoral and rules-based trade disciplines.
E148354 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: Annex 1A: Multilateral Agreements on Trade in Goods | Statement: [Marrakesh Agreement, includes, Annex 1A: Multilateral Agreements on Trade in Goods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annex 1A: Multilateral Agreements on Trade in Goods
Context triple: [Marrakesh Agreement, includes, Annex 1A: Multilateral Agreements on Trade in Goods]
  • A. Annex 4: Plurilateral Trade Agreements
    Annex 4: Plurilateral Trade Agreements is the section of the WTO legal framework that contains optional, issue-specific trade agreements binding only on those WTO members that choose to accept them.
  • B. Agreement on Technical Barriers to Trade
    The Agreement on Technical Barriers to Trade is a World Trade Organization treaty that disciplines how governments design and apply technical regulations, standards, and conformity assessment procedures so they do not create unnecessary obstacles to international trade.
  • C. 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.
  • D. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • E. Agreement on the Application of Sanitary and Phytosanitary Measures
    The Agreement on the Application of Sanitary and Phytosanitary Measures is a World Trade Organization treaty that sets rules for member countries’ food safety and animal and plant health regulations to ensure they are science-based and do not unjustifiably restrict 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: Annex 1A: Multilateral Agreements on Trade in Goods
Triple: [Marrakesh Agreement, includes, Annex 1A: Multilateral Agreements on Trade in Goods]
Generated description
Annex 1A: Multilateral Agreements on Trade in Goods is the core WTO legal framework governing international trade in goods, encompassing key agreements such as the GATT 1994 and various sectoral and rules-based trade disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annex 1A: Multilateral Agreements on Trade in Goods
Target entity description: Annex 1A: Multilateral Agreements on Trade in Goods is the core WTO legal framework governing international trade in goods, encompassing key agreements such as the GATT 1994 and various sectoral and rules-based trade disciplines.
  • A. Annex 4: Plurilateral Trade Agreements
    Annex 4: Plurilateral Trade Agreements is the section of the WTO legal framework that contains optional, issue-specific trade agreements binding only on those WTO members that choose to accept them.
  • B. Agreement on Technical Barriers to Trade
    The Agreement on Technical Barriers to Trade is a World Trade Organization treaty that disciplines how governments design and apply technical regulations, standards, and conformity assessment procedures so they do not create unnecessary obstacles to international trade.
  • C. 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.
  • D. Agreement on Trade‑Related Investment Measures
    The Agreement on Trade-Related Investment Measures (TRIMs) is a World Trade Organization accord that disciplines investment measures affecting trade in goods, particularly by prohibiting certain performance requirements such as local content rules.
  • E. Agreement on the Application of Sanitary and Phytosanitary Measures
    The Agreement on the Application of Sanitary and Phytosanitary Measures is a World Trade Organization treaty that sets rules for member countries’ food safety and animal and plant health regulations to ensure they are science-based and do not unjustifiably restrict 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_69a496d6682881909ba658f1c1e0e2b0 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0f6bc90819094cad5d62550ea19 completed March 1, 2026, 10:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacc631b88190853948eeb5f24527 completed March 7, 2026, 10:55 p.m.
NEDg Description generation batch_69acad4a7cd48190b295dbd1e5327a18 completed March 7, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69acadba2e54819088a04675493fcbbb completed March 7, 2026, 10:59 p.m.
Created at: March 1, 2026, 7:51 p.m.