Triple

T45935

Position	Surface form	Disambiguated ID	Type / Status
Subject	Asia-Pacific Economic Cooperation	`E899`	entity
Predicate	hasBody	`P35`	FINISHED
Object	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.	`E11483`	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: APEC Working Groups | Statement: [Asia-Pacific Economic Cooperation, hasBody, APEC Working Groups]

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

Target entity: APEC Working Groups
Context triple: [Asia-Pacific Economic Cooperation, hasBody, APEC Working Groups]

A. APEC Secretariat
The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
B. APEC Business Advisory Council
The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
C. APEC Ministerial Meeting
The APEC Ministerial Meeting is a high-level gathering of foreign and trade ministers from Asia-Pacific Economic Cooperation member economies that sets priorities and prepares decisions for APEC leaders.
D. Asia-Pacific Economic Cooperation
The Asia-Pacific Economic Cooperation (APEC) is a regional forum of Pacific Rim economies that promotes free trade, economic integration, and sustainable growth across the Asia-Pacific region.
E. US–UK Bilateral Working Groups
The US–UK Bilateral Working Groups are joint forums where the United States and United Kingdom coordinate on specific policy areas to strengthen and manage their close diplomatic, security, and economic relationship.
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: APEC Working Groups
Triple: [Asia-Pacific Economic Cooperation, hasBody, APEC Working Groups]

Generated description

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.

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

Target entity: APEC Working Groups
Target entity description: 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.

A. APEC Secretariat
The APEC Secretariat is the central administrative and support body that coordinates and implements the programs, meetings, and initiatives of the Asia-Pacific Economic Cooperation forum.
B. APEC Business Advisory Council
The APEC Business Advisory Council is a high-level group of business leaders that provides private-sector input and policy recommendations to Asia-Pacific Economic Cooperation (APEC) member economies.
C. APEC Ministerial Meeting
The APEC Ministerial Meeting is a high-level gathering of foreign and trade ministers from Asia-Pacific Economic Cooperation member economies that sets priorities and prepares decisions for APEC leaders.
D. Asia-Pacific Economic Cooperation
The Asia-Pacific Economic Cooperation (APEC) is a regional forum of Pacific Rim economies that promotes free trade, economic integration, and sustainable growth across the Asia-Pacific region.
E. US–UK Bilateral Working Groups
The US–UK Bilateral Working Groups are joint forums where the United States and United Kingdom coordinate on specific policy areas to strengthen and manage their close diplomatic, security, and economic relationship.
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_69a2480baefc81909951b14058479aa2`	completed	Feb. 28, 2026, 1:42 a.m.
NER	Named-entity recognition	`batch_69a24af153b08190b0875b86d591d473`	completed	Feb. 28, 2026, 1:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a27bfdda548190ae43a219cb555ad0`	completed	Feb. 28, 2026, 5:24 a.m.
NEDg	Description generation	`batch_69a27dc7ee4c8190802b9c9a3c2c1270`	completed	Feb. 28, 2026, 5:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69a27e2dcde48190a8ff74be207f9f07`	completed	Feb. 28, 2026, 5:33 a.m.

Created at: Feb. 28, 2026, 1:47 a.m.