Triple

T15644888

Position	Surface form	Disambiguated ID	Type / Status
Subject	Civil Service Protection and Training Commission	`E376152`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Central government ministries in Taiwan Central government ministries in Taiwan are the primary executive agencies responsible for formulating and implementing national policies, laws, and administrative functions across the country.	`E1167598`	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: Central government ministries in Taiwan | Statement: [Civil Service Protection and Training Commission, collaboratesWith, Central government ministries in Taiwan]

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

Target entity: Central government ministries in Taiwan
Context triple: [Civil Service Protection and Training Commission, collaboratesWith, Central government ministries in Taiwan]

A. Ministry of the Interior of Taiwan
The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
B. Government of Taiwan
The Government of Taiwan is the central political authority of the Republic of China, administering the island of Taiwan and its outlying territories through democratic institutions and a multi-party system.
C. Ministry of Economic Affairs (Taiwan)
The Ministry of Economic Affairs (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s economic, industrial, trade, and energy policies.
D. 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.
E. Ministry of Finance (Taiwan)
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
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: Central government ministries in Taiwan
Triple: [Civil Service Protection and Training Commission, collaboratesWith, Central government ministries in Taiwan]

Generated description

Central government ministries in Taiwan are the primary executive agencies responsible for formulating and implementing national policies, laws, and administrative functions across the country.

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

Target entity: Central government ministries in Taiwan
Target entity description: Central government ministries in Taiwan are the primary executive agencies responsible for formulating and implementing national policies, laws, and administrative functions across the country.

A. Ministry of the Interior of Taiwan
The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
B. Government of Taiwan
The Government of Taiwan is the central political authority of the Republic of China, administering the island of Taiwan and its outlying territories through democratic institutions and a multi-party system.
C. Ministry of Economic Affairs (Taiwan)
The Ministry of Economic Affairs (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s economic, industrial, trade, and energy policies.
D. 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.
E. Ministry of Finance (Taiwan)
The Ministry of Finance (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s fiscal, taxation, and public finance policies.
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_69d85cd1564c8190991adda63bfab4b0`	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_69ff5f4e558481909a39fdc5d104994a`	completed	May 9, 2026, 4:22 p.m.
NEDg	Description generation	`batch_69ff5ffaefb4819094468ff0008740f8`	completed	May 9, 2026, 4:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff6062f0ac819081270f270ce2f057`	completed	May 9, 2026, 4:27 p.m.

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