Triple

T216641
Position Surface form Disambiguated ID Type / Status
Subject Marrakesh Agreement Establishing the World Trade Organization E4118 entity
Predicate includes P1393 FINISHED
Object 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.
E27698 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 4: Plurilateral Trade Agreements | Statement: [Marrakesh Agreement Establishing the World Trade Organization, includes, Annex 4: Plurilateral Trade Agreements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annex 4: Plurilateral Trade Agreements
Context triple: [Marrakesh Agreement Establishing the World Trade Organization, includes, Annex 4: Plurilateral Trade Agreements]
  • A. Marrakesh Agreement Establishing the World Trade Organization
    The Marrakesh Agreement Establishing the World Trade Organization is the 1994 multilateral treaty that created the WTO and set the legal and institutional framework for the modern global trading system.
  • B. 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.
  • C. Agreement on Trade-Related Aspects of Intellectual Property Rights
    The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) is a key international treaty that sets minimum global standards for the protection and enforcement of intellectual property rights among World Trade Organization members.
  • D. Annex 3 Chemicals of Mutual Concern
    Annex 3 Chemicals of Mutual Concern is a component of the Great Lakes Water Quality Agreement that identifies and guides coordinated action on priority toxic substances posing significant risks to the Great Lakes ecosystem and human health.
  • E. APEC Working Groups
    APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
  • 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 4: Plurilateral Trade Agreements
Triple: [Marrakesh Agreement Establishing the World Trade Organization, includes, Annex 4: Plurilateral Trade Agreements]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annex 4: Plurilateral Trade Agreements
Target entity description: 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.
  • A. Marrakesh Agreement Establishing the World Trade Organization
    The Marrakesh Agreement Establishing the World Trade Organization is the 1994 multilateral treaty that created the WTO and set the legal and institutional framework for the modern global trading system.
  • B. 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.
  • C. Agreement on Trade-Related Aspects of Intellectual Property Rights
    The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS) is a key international treaty that sets minimum global standards for the protection and enforcement of intellectual property rights among World Trade Organization members.
  • D. Annex 3 Chemicals of Mutual Concern
    Annex 3 Chemicals of Mutual Concern is a component of the Great Lakes Water Quality Agreement that identifies and guides coordinated action on priority toxic substances posing significant risks to the Great Lakes ecosystem and human health.
  • E. APEC Working Groups
    APEC Working Groups are specialized committees within the Asia-Pacific Economic Cooperation that coordinate member economies’ cooperation and policy initiatives across key sectors such as trade, energy, transportation, and human resources.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c4edfa081909fe97c86c3c7801d completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3441cc15c8190910b1b9e5dbb4910 completed Feb. 28, 2026, 7:38 p.m.
NEDg Description generation batch_69a344e390f4819090ec79beb681310a completed Feb. 28, 2026, 7:41 p.m.
NED2 Entity disambiguation (via description) batch_69a34551abac8190a1d3f2fc3f783c71 completed Feb. 28, 2026, 7:43 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.