Triple

T4284633

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bert Koenders	`E97236`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	United Nations Special Representative for Mali The United Nations Special Representative for Mali is the senior UN official responsible for leading and coordinating the Organization’s peacekeeping and political efforts in Mali, including heading the UN mission there.	`E426862`	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: United Nations Special Representative for Mali | Statement: [Bert Koenders, positionHeld, United Nations Special Representative for Mali]

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

Target entity: United Nations Special Representative for Mali
Context triple: [Bert Koenders, positionHeld, United Nations Special Representative for Mali]

A. United Nations Special Envoy for Afghanistan
The United Nations Special Envoy for Afghanistan is a senior diplomatic role appointed by the UN to lead and coordinate the organization’s political, peace, and mediation efforts in Afghanistan.
B. United Nations Special Envoy for Iraq
The United Nations Special Envoy for Iraq is a senior diplomatic role appointed by the UN Secretary-General to lead the organization’s political mission, facilitate dialogue, and support peacebuilding and reconstruction efforts in Iraq.
C. Office of the Special Envoy for the Sahel
The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
D. U.S. Special Coordinator for Haiti
The U.S. Special Coordinator for Haiti is a senior U.S. diplomatic official responsible for overseeing and coordinating American policy and engagement with Haiti across multiple government agencies.
E. Executive Secretary of the United Nations Economic Commission for Africa
The Executive Secretary of the United Nations Economic Commission for Africa is the chief executive and highest-ranking official responsible for leading ECA’s work to promote economic and social development across the African continent.
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: United Nations Special Representative for Mali
Triple: [Bert Koenders, positionHeld, United Nations Special Representative for Mali]

Generated description

The United Nations Special Representative for Mali is the senior UN official responsible for leading and coordinating the Organization’s peacekeeping and political efforts in Mali, including heading the UN mission there.

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

Target entity: United Nations Special Representative for Mali
Target entity description: The United Nations Special Representative for Mali is the senior UN official responsible for leading and coordinating the Organization’s peacekeeping and political efforts in Mali, including heading the UN mission there.

A. United Nations Special Envoy for Afghanistan
The United Nations Special Envoy for Afghanistan is a senior diplomatic role appointed by the UN to lead and coordinate the organization’s political, peace, and mediation efforts in Afghanistan.
B. United Nations Special Envoy for Iraq
The United Nations Special Envoy for Iraq is a senior diplomatic role appointed by the UN Secretary-General to lead the organization’s political mission, facilitate dialogue, and support peacebuilding and reconstruction efforts in Iraq.
C. Office of the Special Envoy for the Sahel
The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
D. U.S. Special Coordinator for Haiti
The U.S. Special Coordinator for Haiti is a senior U.S. diplomatic official responsible for overseeing and coordinating American policy and engagement with Haiti across multiple government agencies.
E. Executive Secretary of the United Nations Economic Commission for Africa
The Executive Secretary of the United Nations Economic Commission for Africa is the chief executive and highest-ranking official responsible for leading ECA’s work to promote economic and social development across the African continent.
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_69b3454595848190a0e6bbb6a2bea040`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3503c062c81908f9a9eeab5381ec9`	completed	March 12, 2026, 11:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5b7c2023c8190a2359f8cabcecd2c`	completed	March 14, 2026, 7:32 p.m.
NEDg	Description generation	`batch_69b5b94471588190a27e7df972f072b1`	completed	March 14, 2026, 7:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5ba4262b481908378f7ebdc9a7c9c`	completed	March 14, 2026, 7:42 p.m.

Created at: March 12, 2026, 11:07 p.m.