Triple

T216624

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marrakesh Agreement Establishing the World Trade Organization	`E4118`	entity
Predicate	depositary	`P451`	FINISHED
Object	Director-General of the World Trade Organization The Director-General of the World Trade Organization is the chief administrative officer and public face of the WTO, responsible for overseeing its secretariat, facilitating trade negotiations, and representing the organization in global economic affairs.	`E28164`	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: Director-General of the World Trade Organization | Statement: [Marrakesh Agreement Establishing the World Trade Organization, depositary, Director-General of the World Trade Organization]

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

Target entity: Director-General of the World Trade Organization
Context triple: [Marrakesh Agreement Establishing the World Trade Organization, depositary, Director-General of the World Trade Organization]

A. Secretary-General of the OECD
The Secretary-General of the OECD is the chief executive and highest-ranking official of the Organisation for Economic Co-operation and Development, responsible for providing strategic leadership and overseeing its work on global economic and social policy.
B. President of the World Bank Group
The President of the World Bank Group is the chief executive officer responsible for leading the institution’s global development strategy, operations, and overall management.
C. Secretary of Commerce of the United States
The Secretary of Commerce of the United States is the Cabinet-level official who leads the Department of Commerce and oversees federal policies related to economic growth, trade, and business development.
D. Deputy Secretary-General of the OECD
The Deputy Secretary-General of the OECD is a senior executive official who assists the Secretary-General in managing the Organisation for Economic Co-operation and Development’s policies, operations, and strategic initiatives.
E. Director-General of the World Health Organization
The Director-General of the World Health Organization is the chief executive officer and highest technical and administrative leader of WHO, responsible for guiding global health policy and coordinating international responses to health emergencies.
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: Director-General of the World Trade Organization
Triple: [Marrakesh Agreement Establishing the World Trade Organization, depositary, Director-General of the World Trade Organization]

Generated description

The Director-General of the World Trade Organization is the chief administrative officer and public face of the WTO, responsible for overseeing its secretariat, facilitating trade negotiations, and representing the organization in global economic affairs.

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

Target entity: Director-General of the World Trade Organization
Target entity description: The Director-General of the World Trade Organization is the chief administrative officer and public face of the WTO, responsible for overseeing its secretariat, facilitating trade negotiations, and representing the organization in global economic affairs.

A. Secretary-General of the OECD
The Secretary-General of the OECD is the chief executive and highest-ranking official of the Organisation for Economic Co-operation and Development, responsible for providing strategic leadership and overseeing its work on global economic and social policy.
B. President of the World Bank Group
The President of the World Bank Group is the chief executive officer responsible for leading the institution’s global development strategy, operations, and overall management.
C. Secretary of Commerce of the United States
The Secretary of Commerce of the United States is the Cabinet-level official who leads the Department of Commerce and oversees federal policies related to economic growth, trade, and business development.
D. Deputy Secretary-General of the OECD
The Deputy Secretary-General of the OECD is a senior executive official who assists the Secretary-General in managing the Organisation for Economic Co-operation and Development’s policies, operations, and strategic initiatives.
E. Director-General of the World Health Organization
The Director-General of the World Health Organization is the chief executive officer and highest technical and administrative leader of WHO, responsible for guiding global health policy and coordinating international responses to health emergencies.
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_69a34766506c8190a4c661410e0d8b33`	completed	Feb. 28, 2026, 7:52 p.m.
NEDg	Description generation	`batch_69a34c38fc2881908afe5d3ef34db98e`	completed	Feb. 28, 2026, 8:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69a34ca4faec8190bd09fa0e87fe0bd5`	completed	Feb. 28, 2026, 8:14 p.m.

Created at: Feb. 28, 2026, 2:53 a.m.