Triple

T15643767

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Health and Welfare (Taiwan)	`E376127`	entity
Predicate	oversees	`P46`	FINISHED
Object	Centers for Disease Control (Taiwan) The Centers for Disease Control (Taiwan) is Taiwan’s national public health agency responsible for disease surveillance, prevention, and control, including managing outbreaks and implementing infectious disease policies.	`E1168268`	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: Centers for Disease Control (Taiwan) | Statement: [Ministry of Health and Welfare (Taiwan), oversees, Centers for Disease Control (Taiwan)]

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

Target entity: Centers for Disease Control (Taiwan)
Context triple: [Ministry of Health and Welfare (Taiwan), oversees, Centers for Disease Control (Taiwan)]

A. Chinese Center for Disease Control and Prevention
The Chinese Center for Disease Control and Prevention is China’s national public health agency responsible for disease surveillance, prevention, and control across the country.
B. Ministry of Health and Welfare (Taiwan)
The Ministry of Health and Welfare (Taiwan) is the central government agency responsible for public health, healthcare policy, social welfare, and related services in the Republic of China (Taiwan).
C. Centers for Disease Control and Prevention
The Centers for Disease Control and Prevention (CDC) is the leading U.S. public health agency responsible for disease surveillance, prevention, and health promotion domestically and globally.
D. Bureau of Communicable Disease
The Bureau of Communicable Disease is a public health division in New York City responsible for monitoring, investigating, and helping control infectious disease outbreaks.
E. Shanghai Center for Disease Control and Prevention
The Shanghai Center for Disease Control and Prevention is the municipal public health agency responsible for disease surveillance, prevention, and control in Shanghai, China.
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: Centers for Disease Control (Taiwan)
Triple: [Ministry of Health and Welfare (Taiwan), oversees, Centers for Disease Control (Taiwan)]

Generated description

The Centers for Disease Control (Taiwan) is Taiwan’s national public health agency responsible for disease surveillance, prevention, and control, including managing outbreaks and implementing infectious disease policies.

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

Target entity: Centers for Disease Control (Taiwan)
Target entity description: The Centers for Disease Control (Taiwan) is Taiwan’s national public health agency responsible for disease surveillance, prevention, and control, including managing outbreaks and implementing infectious disease policies.

A. Chinese Center for Disease Control and Prevention
The Chinese Center for Disease Control and Prevention is China’s national public health agency responsible for disease surveillance, prevention, and control across the country.
B. Ministry of Health and Welfare (Taiwan)
The Ministry of Health and Welfare (Taiwan) is the central government agency responsible for public health, healthcare policy, social welfare, and related services in the Republic of China (Taiwan).
C. Centers for Disease Control and Prevention
The Centers for Disease Control and Prevention (CDC) is the leading U.S. public health agency responsible for disease surveillance, prevention, and health promotion domestically and globally.
D. Bureau of Communicable Disease
The Bureau of Communicable Disease is a public health division in New York City responsible for monitoring, investigating, and helping control infectious disease outbreaks.
E. Shanghai Center for Disease Control and Prevention
The Shanghai Center for Disease Control and Prevention is the municipal public health agency responsible for disease surveillance, prevention, and control in Shanghai, China.
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_69d85cd035a48190b73d5579ab73969a`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ed400ec8190a14a9f7cf3092865`	completed	April 16, 2026, 2:52 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff5f4d49188190855a895c5844dee0`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff614906cc81909d978d8645045af3`	completed	May 9, 2026, 4:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff61b3b3f08190a2a1e1010684a316`	completed	May 9, 2026, 4:32 p.m.

Created at: April 10, 2026, 4:15 a.m.