Triple

T4753536

Position	Surface form	Disambiguated ID	Type / Status
Subject	WTO Secretariat	`E105531`	entity
Predicate	publishes	`P80`	FINISHED
Object	World Trade Report The World Trade Report is the World Trade Organization’s flagship annual publication analyzing key trends, issues, and developments in global trade policy and the multilateral trading system.	`E467531`	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: World Trade Report | Statement: [WTO Secretariat, publishes, World Trade Report]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: World Trade Report
Context triple: [WTO Secretariat, publishes, World Trade Report]

A. Trade and Development Report
The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
B. History of the World Trade Organization
The History of the World Trade Organization traces the evolution of the global trading system from the postwar GATT rounds through the creation and development of the WTO, highlighting key negotiations, institutional changes, and disputes that have shaped modern international trade governance.
C. global trade systems
Global trade systems are the interconnected economic, legal, and logistical frameworks that govern the exchange of goods, services, and capital across international borders.
D. World Trade Organization
The World Trade Organization is an international body that regulates global trade rules between nations, aiming to ensure trade flows smoothly, predictably, and freely.
E. Committee on Trade-Related Investment Measures
The Committee on Trade-Related Investment Measures is a World Trade Organization body that oversees the implementation and operation of rules governing investment measures that affect trade in goods.
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: World Trade Report
Triple: [WTO Secretariat, publishes, World Trade Report]

Generated description

The World Trade Report is the World Trade Organization’s flagship annual publication analyzing key trends, issues, and developments in global trade policy and the multilateral trading system.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: World Trade Report
Target entity description: The World Trade Report is the World Trade Organization’s flagship annual publication analyzing key trends, issues, and developments in global trade policy and the multilateral trading system.

A. Trade and Development Report
The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
B. History of the World Trade Organization
The History of the World Trade Organization traces the evolution of the global trading system from the postwar GATT rounds through the creation and development of the WTO, highlighting key negotiations, institutional changes, and disputes that have shaped modern international trade governance.
C. global trade systems
Global trade systems are the interconnected economic, legal, and logistical frameworks that govern the exchange of goods, services, and capital across international borders.
D. World Trade Organization
The World Trade Organization is an international body that regulates global trade rules between nations, aiming to ensure trade flows smoothly, predictably, and freely.
E. Committee on Trade-Related Investment Measures
The Committee on Trade-Related Investment Measures is a World Trade Organization body that oversees the implementation and operation of rules governing investment measures that affect trade in goods.
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_69bd43f07fa48190954317d01600994a`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd64e72d1c81908eb60960751e52b1`	completed	March 20, 2026, 3:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be3a6600e481909c3fb1decf23d7d8`	completed	March 21, 2026, 6:27 a.m.
NEDg	Description generation	`batch_69be3d05e8a081908cdcb37620078fa6`	completed	March 21, 2026, 6:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69be3daa7e0081908971df65613c9df6`	completed	March 21, 2026, 6:41 a.m.

Created at: March 20, 2026, 1:20 p.m.