Triple

T3637785

Position	Surface form	Disambiguated ID	Type / Status
Subject	Examination Yuan	`E77112`	entity
Predicate	oversees	`P46`	FINISHED
Object	Civil Service Protection and Training Commission The Civil Service Protection and Training Commission is a government body in Taiwan responsible for safeguarding civil servants’ rights and managing their professional training and development.	`E376152`	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: Civil Service Protection and Training Commission | Statement: [Examination Yuan, oversees, Civil Service Protection and Training Commission]

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

Target entity: Civil Service Protection and Training Commission
Context triple: [Examination Yuan, oversees, Civil Service Protection and Training Commission]

A. Civil Service Commission
The Civil Service Commission is an independent body responsible for overseeing recruitment and upholding merit, fairness, and integrity within the UK civil service.
B. Civil Service Board
The Civil Service Board is a governing body responsible for setting and upholding standards, policies, and oversight for the civil service workforce.
C. Civil Service Commission of the Philippines
The Civil Service Commission of the Philippines is the central human resource institution of the Philippine government responsible for overseeing and regulating the civil service and ensuring merit-based public employment.
D. Civil Service Bureau
The Civil Service Bureau is a principal policy bureau of the Hong Kong SAR responsible for managing and formulating policies on the civil service, including recruitment, conditions of service, and human resource management for government employees.
E. Civil Service School
The Civil Service School was an early Thai educational institution established to train government officials, which later evolved into Chulalongkorn University.
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: Civil Service Protection and Training Commission
Triple: [Examination Yuan, oversees, Civil Service Protection and Training Commission]

Generated description

The Civil Service Protection and Training Commission is a government body in Taiwan responsible for safeguarding civil servants’ rights and managing their professional training and development.

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

Target entity: Civil Service Protection and Training Commission
Target entity description: The Civil Service Protection and Training Commission is a government body in Taiwan responsible for safeguarding civil servants’ rights and managing their professional training and development.

A. Civil Service Commission
The Civil Service Commission is an independent body responsible for overseeing recruitment and upholding merit, fairness, and integrity within the UK civil service.
B. Civil Service Board
The Civil Service Board is a governing body responsible for setting and upholding standards, policies, and oversight for the civil service workforce.
C. Civil Service Commission of the Philippines
The Civil Service Commission of the Philippines is the central human resource institution of the Philippine government responsible for overseeing and regulating the civil service and ensuring merit-based public employment.
D. Civil Service Bureau
The Civil Service Bureau is a principal policy bureau of the Hong Kong SAR responsible for managing and formulating policies on the civil service, including recruitment, conditions of service, and human resource management for government employees.
E. Civil Service School
The Civil Service School was an early Thai educational institution established to train government officials, which later evolved into Chulalongkorn University.
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.