Triple

T3637642

Position	Surface form	Disambiguated ID	Type / Status
Subject	Executive Yuan	`E77109`	entity
Predicate	oversees	`P46`	FINISHED
Object	Ministry of Labor (Taiwan) The Ministry of Labor (Taiwan) is the central government agency responsible for formulating and implementing labor policies, employment services, and worker protections in Taiwan.	`E376126`	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: Ministry of Labor (Taiwan) | Statement: [Executive Yuan, oversees, Ministry of Labor (Taiwan)]

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

Target entity: Ministry of Labor (Taiwan)
Context triple: [Executive Yuan, oversees, Ministry of Labor (Taiwan)]

A. Ministry of Culture (Taiwan)
The Ministry of Culture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s cultural policies, including the promotion of arts, heritage preservation, and cultural industries.
B. Federal Ministry of Labour and Employment
The Federal Ministry of Labour and Employment is a Nigerian government ministry responsible for formulating and implementing labor policies, regulating employment standards, and promoting industrial harmony and job creation across the country.
C. Taiwan Governor-General’s Office
The Taiwan Governor-General’s Office is a historic Japanese colonial-era government building in Taipei that once housed the highest administrative authority in Taiwan and now serves as the Presidential Office Building of the Republic of China.
D. Labour and Welfare Bureau
The Labour and Welfare Bureau is a policy bureau of the Hong Kong government responsible for labour affairs, employment policy, and social welfare services.
E. People's Commissariat for Labour
The People's Commissariat for Labour was a Soviet government ministry responsible for overseeing labor policy, employment, and workers’ conditions in the early USSR.
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: Ministry of Labor (Taiwan)
Triple: [Executive Yuan, oversees, Ministry of Labor (Taiwan)]

Generated description

The Ministry of Labor (Taiwan) is the central government agency responsible for formulating and implementing labor policies, employment services, and worker protections in Taiwan.

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

Target entity: Ministry of Labor (Taiwan)
Target entity description: The Ministry of Labor (Taiwan) is the central government agency responsible for formulating and implementing labor policies, employment services, and worker protections in Taiwan.

A. Ministry of Culture (Taiwan)
The Ministry of Culture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s cultural policies, including the promotion of arts, heritage preservation, and cultural industries.
B. Federal Ministry of Labour and Employment
The Federal Ministry of Labour and Employment is a Nigerian government ministry responsible for formulating and implementing labor policies, regulating employment standards, and promoting industrial harmony and job creation across the country.
C. Taiwan Governor-General’s Office
The Taiwan Governor-General’s Office is a historic Japanese colonial-era government building in Taipei that once housed the highest administrative authority in Taiwan and now serves as the Presidential Office Building of the Republic of China.
D. Labour and Welfare Bureau
The Labour and Welfare Bureau is a policy bureau of the Hong Kong government responsible for labour affairs, employment policy, and social welfare services.
E. People's Commissariat for Labour
The People's Commissariat for Labour was a Soviet government ministry responsible for overseeing labor policy, employment, and workers’ conditions in the early USSR.
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_69ad85dd0be48190b738990cb20c4731`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc328e5e481909d26318c743bc84a`	completed	March 8, 2026, 6:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b44f23298481909d313d6b3f8013cd`	completed	March 13, 2026, 5:53 p.m.
NEDg	Description generation	`batch_69b450785378819090b4ed7536db7757`	completed	March 13, 2026, 5:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69b45a0afef8819097c6e87127b4d1db`	completed	March 13, 2026, 6:40 p.m.

Created at: March 8, 2026, 3:24 p.m.