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.